Cai, Tianxi
eCommons Login: TC24
first name: Tianxi
last name: Cai
coauthor of: Liao, Katherine
coauthor of: Kohane, Zak
coauthor of: Murphy, Shawn
coauthor of: Ananthakrishnan, Ashwin
coauthor of: Du, Rose
full name: Tianxi Cai, Sc.D.
has faculty rank: Full Professor
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photo: https://connects.catalyst.harvard.edu/Profiles/profile/Modules/CustomViewPersonGeneralInfo/PhotoHandler.ashx
Person ID: 55356
person in primary position: John Rock Professor of Population and Translational Data Sciences
physical neighbor: Hughes, Michael
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selected publications: Authorship 1852397
selected publications: Authorship 1835817
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selected publications: Authorship 1782217
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Authorship 1047394
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Genomewide association studies of suicide attempts in US soldiers.

Authorship 1045616
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Genome-wide Association Study of Dimensional Psychopathology Using Electronic Health Records.

Authorship 1047156
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: High Throughput Phenotyping for Dimensional Psychopathology in Electronic Health Records.

Authorship 1049980
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Adverse obstetric outcomes during delivery hospitalizations complicated by suicidal behavior among US pregnant women.

Authorship 1048924
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Optimal stratification in outcome prediction using baseline information.

High Throughput Phenotyping for Dimensional Psychopathology in Electronic Health Records.
PubMed Identifier: 29496195
author list: McCoy TH, Yu S, Hart KL, Castro VM, Brown HE, Rosenquist JN, Doyle AE, Vuijk PJ, Cai T, Perlis RH
published in: Biological psychiatry
information resource reference: High Throughput Phenotyping for Dimensional Psychopathology in Electronic Health Records. Biol Psychiatry. 2018 06 15; 83(12):997-1004.
journal title abbreviation: Biol Psychiatry
publication date: 2018-02-26T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Genome-wide Association Study of Dimensional Psychopathology Using Electronic Health Records.
PubMed Identifier: 29496196
author list: McCoy TH, Castro VM, Hart KL, Pellegrini AM, Yu S, Cai T, Perlis RH
published in: Biological psychiatry
information resource reference: Genome-wide Association Study of Dimensional Psychopathology Using Electronic Health Records. Biol Psychiatry. 2018 06 15; 83(12):1005-1011.
journal title abbreviation: Biol Psychiatry
publication date: 2018-02-26T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Adverse obstetric outcomes during delivery hospitalizations complicated by suicidal behavior among US pregnant women.
PubMed Identifier: 29447245
author list: Zhong QY, Gelaye B, Smoller JW, Avillach P, Cai T, Williams MA
published in: PloS one
information resource reference: Adverse obstetric outcomes during delivery hospitalizations complicated by suicidal behavior among US pregnant women. PLoS One. 2018; 13(2):e0192943.
journal title abbreviation: PLoS One
publication date: 2018-02-15T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Optimal stratification in outcome prediction using baseline information.
PubMed Identifier: 29422691
author list: Yong FH, Tian L, Yu S, Cai T, Wei LJ
published in: Biometrika
information resource reference: Optimal stratification in outcome prediction using baseline information. Biometrika. 2016 12; 103(4):817-828.
journal title abbreviation: Biometrika
publication date: 2016-12-08T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1052745
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Cerebral Artery Diameter in Inbred Mice Varies as a Function of Strain.

Cerebral Artery Diameter in Inbred Mice Varies as a Function of Strain.
PubMed Identifier: 29515376
author list: Qian B, Rudy RF, Cai T, Du R
published in: Frontiers in neuroanatomy
information resource reference: Cerebral Artery Diameter in Inbred Mice Varies as a Function of Strain. Front Neuroanat. 2018; 12:10.
journal title abbreviation: Front Neuroanat
publication date: 2018-02-20T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1055931
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Lipid-Lowering Agents and High HDL (High-Density Lipoprotein) Are Inversely Associated With Intracranial Aneurysm Rupture.

Lipid-Lowering Agents and High HDL (High-Density Lipoprotein) Are Inversely Associated With Intracranial Aneurysm Rupture.
PubMed Identifier: 29622625
author list: Can A, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R
published in: Stroke
information resource reference: Lipid-Lowering Agents and High HDL (High-Density Lipoprotein) Are Inversely Associated With Intracranial Aneurysm Rupture. Stroke. 2018 05; 49(5):1148-1154.
journal title abbreviation: Stroke
publication date: 2018-04-05T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Time-resolved MR angiography: a primary screening examination of patients with suspected pulmonary embolism and contraindications to administration of iodinated contrast material.
PubMed Identifier: 17449767
author list: Ersoy H, Goldhaber SZ, Cai T, Luu T, Rosebrook J, Mulkern R, Rybicki F
published in: AJR. American journal of roentgenology
information resource reference: Time-resolved MR angiography: a primary screening examination of patients with suspected pulmonary embolism and contraindications to administration of iodinated contrast material. AJR Am J Roentgenol. 2007 May; 188(5):1246-54.
journal title abbreviation: AJR Am J Roentgenol
publication date: 2007-05-01T00:00:00
year: 2007
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1058218
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Pathway aggregation for survival prediction via multiple kernel learning.

Authorship 1058376
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Genetic validation of bipolar disorder identified by automated phenotyping using electronic health records.

Genetic validation of bipolar disorder identified by automated phenotyping using electronic health records.
PubMed Identifier: 29666432
author list: Chen CY, Lee PH, Castro VM, Minnier J, Charney AW, Stahl EA, Ruderfer DM, Murphy SN, Gainer V, Cai T, Jones I, Pato CN, Pato MT, Landén M, Sklar P, Perlis RH, Smoller JW
published in: Translational psychiatry
information resource reference: Genetic validation of bipolar disorder identified by automated phenotyping using electronic health records. Transl Psychiatry. 2018 04 18; 8(1):86.
journal title abbreviation: Transl Psychiatry
publication date: 2018-04-18T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Pathway aggregation for survival prediction via multiple kernel learning.
PubMed Identifier: 29664143
author list: Sinnott JA, Cai T
published in: Statistics in medicine
information resource reference: Pathway aggregation for survival prediction via multiple kernel learning. Stat Med. 2018 07 20; 37(16):2501-2515.
journal title abbreviation: Stat Med
publication date: 2018-04-17T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 108851
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Kernel machine SNP-set analysis for censored survival outcomes in genome-wide association studies.

Electronic medical records for discovery research in rheumatoid arthritis.
PubMed Identifier: 20235204
author list: Liao KP, Cai T, Gainer V, Goryachev S, Zeng-treitler Q, Raychaudhuri S, Szolovits P, Churchill S, Murphy S, Kohane I, Karlson EW, Plenge RM
published in: Arthritis care & research
information resource reference: Electronic medical records for discovery research in rheumatoid arthritis. Arthritis Care Res (Hoboken). 2010 Aug; 62(8):1120-7.
journal title abbreviation: Arthritis Care Res (Hoboken)
publication date: 2010-08-01T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Analysis of randomized comparative clinical trial data for personalized treatment selections.
PubMed Identifier: 20876663
author list: Cai T, Tian L, Wong PH, Wei LJ
published in: Biostatistics (Oxford, England)
information resource reference: Analysis of randomized comparative clinical trial data for personalized treatment selections. Biostatistics. 2011 Apr; 12(2):270-82.
journal title abbreviation: Biostatistics
publication date: 2010-09-28T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Associations of autoantibodies, autoimmune risk alleles, and clinical diagnoses from the electronic medical records in rheumatoid arthritis cases and non-rheumatoid arthritis controls.
PubMed Identifier: 23233247
author list: Liao KP, Kurreeman F, Li G, Duclos G, Murphy S, Guzman R, Cai T, Gupta N, Gainer V, Schur P, Cui J, Denny JC, Szolovits P, Churchill S, Kohane I, Karlson EW, Plenge RM
published in: Arthritis and rheumatism
information resource reference: Associations of autoantibodies, autoimmune risk alleles, and clinical diagnoses from the electronic medical records in rheumatoid arthritis cases and non-rheumatoid arthritis controls. Arthritis Rheum. 2013 Mar; 65(3):571-81.
journal title abbreviation: Arthritis Rheum
publication date: 2013-03-01T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1069392
type: Authorship
author rank in publication: 13
linked author: Cai, Tianxi
linked information resource: Morphological Variables Associated With Ruptured Middle Cerebral Artery Aneurysms.

Authorship 1069794
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Screening pregnant women for suicidal behavior in electronic medical records: diagnostic codes vs. clinical notes processed by natural language processing.

Authorship 1070197
type: Authorship
author rank in publication: 11
linked author: Cai, Tianxi
linked information resource: Low Serum Calcium and Magnesium Levels and Rupture of Intracranial Aneurysms.

Low Serum Calcium and Magnesium Levels and Rupture of Intracranial Aneurysms.
PubMed Identifier: 29844027
author list: Can A, Rudy RF, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R
published in: Stroke
information resource reference: Low Serum Calcium and Magnesium Levels and Rupture of Intracranial Aneurysms. Stroke. 2018 07; 49(7):1747-1750.
journal title abbreviation: Stroke
publication date: 2018-05-29T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Morphological Variables Associated With Ruptured Middle Cerebral Artery Aneurysms.
PubMed Identifier: 29850834
author list: Zhang J, Can A, Mukundan S, Steigner M, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Wang Z, Weiss ST, Du R
published in: Neurosurgery
information resource reference: Morphological Variables Associated With Ruptured Middle Cerebral Artery Aneurysms. Neurosurgery. 2019 07 01; 85(1):75-83.
journal title abbreviation: Neurosurgery
publication date: 2019-07-01T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Screening pregnant women for suicidal behavior in electronic medical records: diagnostic codes vs. clinical notes processed by natural language processing.
PubMed Identifier: 29843698
author list: Zhong QY, Karlson EW, Gelaye B, Finan S, Avillach P, Smoller JW, Cai T, Williams MA
published in: BMC medical informatics and decision making
information resource reference: Screening pregnant women for suicidal behavior in electronic medical records: diagnostic codes vs. clinical notes processed by natural language processing. BMC Med Inform Decis Mak. 2018 05 29; 18(1):30.
journal title abbreviation: BMC Med Inform Decis Mak
publication date: 2018-05-29T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1071062
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Multiple Testing of Submatrices of a Precision Matrix with Applications to Identification of Between Pathway Interactions.

Multiple Testing of Submatrices of a Precision Matrix with Applications to Identification of Between Pathway Interactions.
PubMed Identifier: 29881130
author list: Xia Y, Cai T, Cai TT
published in: Journal of the American Statistical Association
information resource reference: Multiple Testing of Submatrices of a Precision Matrix with Applications to Identification of Between Pathway Interactions. J Am Stat Assoc. 2018; 113(521):328-339.
journal title abbreviation: J Am Stat Assoc
publication date: 2017-09-26T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Interval increase in right-left ventricular diameter ratios at CT as a predictor of 30-day mortality after acute pulmonary embolism: initial experience.
PubMed Identifier: 18096540
author list: Lu MT, Cai T, Ersoy H, Whitmore AG, Quiroz R, Goldhaber SZ, Rybicki FJ
published in: Radiology
information resource reference: Interval increase in right-left ventricular diameter ratios at CT as a predictor of 30-day mortality after acute pulmonary embolism: initial experience. Radiology. 2008 Jan; 246(1):281-7.
journal title abbreviation: Radiology
publication date: 2008-01-01T00:00:00
year: 2008
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1073269
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Evaluating longitudinal markers under two-phase study designs.

Evaluating longitudinal markers under two-phase study designs.
PubMed Identifier: 29912281
author list: Maziarz M, Cai T, Qi L, Lok AS, Zheng Y
published in: Biostatistics (Oxford, England)
information resource reference: Evaluating longitudinal markers under two-phase study designs. Biostatistics. 2019 07 01; 20(3):485-498.
journal title abbreviation: Biostatistics
publication date: 2019-07-01T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Comparison of ECG-gated versus non-gated CT ventricular measurements in thirty patients with acute pulmonary embolism.
PubMed Identifier: 18626787
author list: Lu MT, Cai T, Ersoy H, Whitmore AG, Levit NA, Goldhaber SZ, Rybicki FJ
published in: The international journal of cardiovascular imaging
information resource reference: Comparison of ECG-gated versus non-gated CT ventricular measurements in thirty patients with acute pulmonary embolism. Int J Cardiovasc Imaging. 2009 Jan; 25(1):101-7.
journal title abbreviation: Int J Cardiovasc Imaging
publication date: 2008-07-15T00:00:00
year: 2008
type: Academic Article
type: Article
type: Document
type: Information Resource

Rare-variant association testing for sequencing data with the sequence kernel association test.
PubMed Identifier: 21737059
author list: Wu MC, Lee S, Cai T, Li Y, Boehnke M, Lin X
published in: American journal of human genetics
information resource reference: Rare-variant association testing for sequencing data with the sequence kernel association test. Am J Hum Genet. 2011 Jul 15; 89(1):82-93.
journal title abbreviation: Am J Hum Genet
publication date: 2011-07-07T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1087222
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Association of Interleukin 6 Receptor Variant With Cardiovascular Disease Effects of Interleukin 6 Receptor Blocking Therapy: A Phenome-Wide Association Study.

Association of Interleukin 6 Receptor Variant With Cardiovascular Disease Effects of Interleukin 6 Receptor Blocking Therapy: A Phenome-Wide Association Study.
PubMed Identifier: 30090940
author list: Cai T, Zhang Y, Ho YL, Link N, Sun J, Huang J, Cai TA, Damrauer S, Ahuja Y, Honerlaw J, Huang J, Costa L, Schubert P, Hong C, Gagnon D, Sun YV, Gaziano JM, Wilson P, Cho K, Tsao P, O'Donnell CJ, Liao KP
published in: JAMA cardiology
information resource reference: Association of Interleukin 6 Receptor Variant With Cardiovascular Disease Effects of Interleukin 6 Receptor Blocking Therapy: A Phenome-Wide Association Study. JAMA Cardiol. 2018 09 01; 3(9):849-857.
journal title abbreviation: JAMA Cardiol
publication date: 2018-09-01T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Narrowing the phase window width in prospectively ECG-gated single heart beat 320-detector row coronary CT angiography.
PubMed Identifier: 18663599
author list: Steigner ML, Otero HJ, Cai T, Mitsouras D, Nallamshetty L, Whitmore AG, Ersoy H, Levit NA, Di Carli MF, Rybicki FJ
published in: The international journal of cardiovascular imaging
information resource reference: Narrowing the phase window width in prospectively ECG-gated single heart beat 320-detector row coronary CT angiography. Int J Cardiovasc Imaging. 2009 Jan; 25(1):85-90.
journal title abbreviation: Int J Cardiovasc Imaging
publication date: 2008-07-29T00:00:00
year: 2008
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1088794
type: Authorship
author rank in publication: 11
linked author: Cai, Tianxi
linked information resource: Association between aspirin dose and subarachnoid hemorrhage from saccular aneurysms: A case-control study.

Association between aspirin dose and subarachnoid hemorrhage from saccular aneurysms: A case-control study.
PubMed Identifier: 30135253
author list: Can A, Rudy RF, Castro VM, Yu S, Dligach D, Finan S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R
published in: Neurology
information resource reference: Association between aspirin dose and subarachnoid hemorrhage from saccular aneurysms: A case-control study. Neurology. 2018 09 18; 91(12):e1175-e1181.
journal title abbreviation: Neurology
publication date: 2018-08-22T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Contrast opacification using a reduced volume of iodinated contrast material and low peak kilovoltage in pulmonary CT angiography: Objective and subjective evaluation.
PubMed Identifier: 20651170
author list: Hunsaker AR, Oliva IB, Cai T, Trotman-Dickenson B, Gill RR, Hatabu H, Rybicki FJ
published in: AJR. American journal of roentgenology
information resource reference: Contrast opacification using a reduced volume of iodinated contrast material and low peak kilovoltage in pulmonary CT angiography: Objective and subjective evaluation. AJR Am J Roentgenol. 2010 Aug; 195(2):W118-24.
journal title abbreviation: AJR Am J Roentgenol
publication date: 2010-08-01T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Kernel machine approach to testing the significance of multiple genetic markers for risk prediction.
PubMed Identifier: 21281275
author list: Cai T, Tonini G, Lin X
published in: Biometrics
information resource reference: Kernel machine approach to testing the significance of multiple genetic markers for risk prediction. Biometrics. 2011 Sep; 67(3):975-86.
journal title abbreviation: Biometrics
publication date: 2011-01-31T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Comparison of respiratory motion artifact from craniocaudal versus caudocranial scanning with 64-MDCT pulmonary angiography.
PubMed Identifier: 20566810
author list: Wu C, Sodickson A, Cai T, Levit NA, Steigner ML, Rybicki FJ, Ledbetter SM
published in: AJR. American journal of roentgenology
information resource reference: Comparison of respiratory motion artifact from craniocaudal versus caudocranial scanning with 64-MDCT pulmonary angiography. AJR Am J Roentgenol. 2010 Jul; 195(1):155-9.
journal title abbreviation: AJR Am J Roentgenol
publication date: 2010-07-01T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

On the C-statistics for evaluating overall adequacy of risk prediction procedures with censored survival data.
PubMed Identifier: 21484848
author list: Uno H, Cai T, Pencina MJ, D'Agostino RB, Wei LJ
published in: Statistics in medicine
information resource reference: On the C-statistics for evaluating overall adequacy of risk prediction procedures with censored survival data. Stat Med. 2011 May 10; 30(10):1105-17.
journal title abbreviation: Stat Med
publication date: 2011-01-13T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1097226
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Semi-supervised validation of multiple surrogate outcomes with application to electronic medical records phenotyping.

Semi-supervised validation of multiple surrogate outcomes with application to electronic medical records phenotyping.
PubMed Identifier: 30267536
author list: Hong C, Liao KP, Cai T
published in: Biometrics
information resource reference: Semi-supervised validation of multiple surrogate outcomes with application to electronic medical records phenotyping. Biometrics. 2019 03; 75(1):78-89.
journal title abbreviation: Biometrics
publication date: 2019-03-08T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Application of the time-dependent ROC curves for prognostic accuracy with multiple biomarkers.
PubMed Identifier: 16542256
author list: Zheng Y, Cai T, Feng Z
published in: Biometrics
information resource reference: Application of the time-dependent ROC curves for prognostic accuracy with multiple biomarkers. Biometrics. 2006 Mar; 62(1):279-87.
journal title abbreviation: Biometrics
publication date: 2006-03-01T00:00:00
year: 2006
type: Academic Article
type: Article
type: Document
type: Information Resource

Regularized estimation for the accelerated failure time model.
PubMed Identifier: 18573133
author list: Cai T, Huang J, Tian L
published in: Biometrics
information resource reference: Regularized estimation for the accelerated failure time model. Biometrics. 2009 Jun; 65(2):394-404.
journal title abbreviation: Biometrics
publication date: 2009-06-01T00:00:00
year: 2009
type: Academic Article
type: Article
type: Document
type: Information Resource

Elevated International Normalized Ratio Is Associated With Ruptured Aneurysms.
PubMed Identifier: 30354989
author list: Can A, Castro VM, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R
published in: Stroke
information resource reference: Elevated International Normalized Ratio Is Associated With Ruptured Aneurysms. Stroke. 2018 09; 49(9):2046-2052.
journal title abbreviation: Stroke
publication date: 2018-09-01T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Automated feature selection of predictors in electronic medical records data.
PubMed Identifier: 30353541
author list: Gronsbell J, Minnier J, Yu S, Liao K, Cai T
published in: Biometrics
information resource reference: Automated feature selection of predictors in electronic medical records data. Biometrics. 2019 03; 75(1):268-277.
journal title abbreviation: Biometrics
publication date: 2019-04-02T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Variance components genetic association test for zero-inflated count outcomes.
PubMed Identifier: 30353568
author list: Goodman MO, Chibnik L, Cai T
published in: Genetic epidemiology
information resource reference: Variance components genetic association test for zero-inflated count outcomes. Genet Epidemiol. 2019 02; 43(1):82-101.
journal title abbreviation: Genet Epidemiol
publication date: 2018-10-24T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Validation of psoriatic arthritis diagnoses in electronic medical records using natural language processing.
PubMed Identifier: 20701955
author list: Love TJ, Cai T, Karlson EW
published in: Seminars in arthritis and rheumatism
information resource reference: Validation of psoriatic arthritis diagnoses in electronic medical records using natural language processing. Semin Arthritis Rheum. 2011 Apr; 40(5):413-20.
journal title abbreviation: Semin Arthritis Rheum
publication date: 2010-08-10T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 111492
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Rare-variant association testing for sequencing data with the sequence kernel association test.

A phenotyping algorithm to identify acute ischemic stroke accurately from a national biobank: the Million Veteran Program.
PubMed Identifier: 30425582
author list: Imran TF, Posner D, Honerlaw J, Vassy JL, Song RJ, Ho YL, Kittner SJ, Liao KP, Cai T, O'Donnell CJ, Djousse L, Gagnon DR, Gaziano JM, Wilson PW, Cho K
published in: Clinical epidemiology
information resource reference: A phenotyping algorithm to identify acute ischemic stroke accurately from a national biobank: the Million Veteran Program. Clin Epidemiol. 2018; 10:1509-1521.
journal title abbreviation: Clin Epidemiol
publication date: 2018-10-16T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1116980
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Automated feature selection of predictors in electronic medical records data.

Authorship 1118068
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: A phenotyping algorithm to identify acute ischemic stroke accurately from a national biobank: the Million Veteran Program.

Authorship 1117022
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Elevated International Normalized Ratio Is Associated With Ruptured Aneurysms.

Authorship 1117242
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Variance components genetic association test for zero-inflated count outcomes.

The highest confidence density region and its usage for joint inferences about constrained parameters.
PubMed Identifier: 20825392
author list: Tian L, Wang R, Cai T, Wei LJ
published in: Biometrics
information resource reference: The highest confidence density region and its usage for joint inferences about constrained parameters. Biometrics. 2011 Jun; 67(2):604-10.
journal title abbreviation: Biometrics
publication date: 2010-09-03T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1119454
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Distinct Proteomic Signatures in 16 HDL (High-Density Lipoprotein) Subspecies.

Authorship 1120321
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Use of natural language processing in electronic medical records to identify pregnant women with suicidal behavior: towards a solution to the complex classification problem.

Authorship 1120309
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Nonparametric Maximum Likelihood Estimators of Time-Dependent Accuracy Measures for Survival Outcome Under Two-Stage Sampling Designs.

Distinct Proteomic Signatures in 16 HDL (High-Density Lipoprotein) Subspecies.
PubMed Identifier: 30571168
author list: Furtado JD, Yamamoto R, Melchior JT, Andraski AB, Gamez-Guerrero M, Mulcahy P, He Z, Cai T, Davidson WS, Sacks FM
published in: Arteriosclerosis, thrombosis, and vascular biology
information resource reference: Distinct Proteomic Signatures in 16 HDL (High-Density Lipoprotein) Subspecies. Arterioscler Thromb Vasc Biol. 2018 12; 38(12):2827-2842.
journal title abbreviation: Arterioscler Thromb Vasc Biol
publication date: 2018-12-01T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Use of natural language processing in electronic medical records to identify pregnant women with suicidal behavior: towards a solution to the complex classification problem.
PubMed Identifier: 30535584
author list: Zhong QY, Mittal LP, Nathan MD, Brown KM, Knudson González D, Cai T, Finan S, Gelaye B, Avillach P, Smoller JW, Karlson EW, Cai T, Williams MA
published in: European journal of epidemiology
information resource reference: Use of natural language processing in electronic medical records to identify pregnant women with suicidal behavior: towards a solution to the complex classification problem. Eur J Epidemiol. 2019 Feb; 34(2):153-162.
journal title abbreviation: Eur J Epidemiol
publication date: 2018-12-10T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Nonparametric Maximum Likelihood Estimators of Time-Dependent Accuracy Measures for Survival Outcome Under Two-Stage Sampling Designs.
PubMed Identifier: 30555194
author list: Liu D, Cai T, Lok A, Zheng Y
published in: Journal of the American Statistical Association
information resource reference: Nonparametric Maximum Likelihood Estimators of Time-Dependent Accuracy Measures for Survival Outcome Under Two-Stage Sampling Designs. J Am Stat Assoc. 2018; 113(522):882-892.
journal title abbreviation: J Am Stat Assoc
publication date: 2017-02-28T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 110113
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Joint effects of common genetic variants on the risk for type 2 diabetes in U.S. men and women of European ancestry.

Authorship 112864
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Evaluating prognostic accuracy of biomarkers in nested case-control studies.

Authorship 1124757
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes.

Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes.
PubMed Identifier: 30620344
author list: Hejblum BP, Weber GM, Liao KP, Palmer NP, Churchill S, Shadick NA, Szolovits P, Murphy SN, Kohane IS, Cai T
published in: Scientific data
information resource reference: Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes. Sci Data. 2019 01 08; 6:180298.
journal title abbreviation: Sci Data
publication date: 2019-01-08T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Exact and efficient inference procedure for meta-analysis and its application to the analysis of independent 2 x 2 tables with all available data but without artificial continuity correction.
PubMed Identifier: 18922759
author list: Tian L, Cai T, Pfeffer MA, Piankov N, Cremieux PY, Wei LJ
published in: Biostatistics (Oxford, England)
information resource reference: Exact and efficient inference procedure for meta-analysis and its application to the analysis of independent 2 x 2 tables with all available data but without artificial continuity correction. Biostatistics. 2009 Apr; 10(2):275-81.
journal title abbreviation: Biostatistics
publication date: 2008-10-14T00:00:00
year: 2008
type: Academic Article
type: Article
type: Document
type: Information Resource

Urinary 8-hydroxy-2-deoxyguanosine and cognitive function in Puerto Rican adults.
PubMed Identifier: 20621990
author list: Gao X, Lai CQ, Scott T, Shen J, Cai T, Ordovas JM, Tucker KL
published in: American journal of epidemiology
information resource reference: Urinary 8-hydroxy-2-deoxyguanosine and cognitive function in Puerto Rican adults. Am J Epidemiol. 2010 Aug 01; 172(3):271-8.
journal title abbreviation: Am J Epidemiol
publication date: 2010-07-09T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1127768
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Identifying lupus patients in electronic health records: Development and validation of machine learning algorithms and application of rule-based algorithms.

Identifying lupus patients in electronic health records: Development and validation of machine learning algorithms and application of rule-based algorithms.
PubMed Identifier: 30665626
author list: Jorge A, Castro VM, Barnado A, Gainer V, Hong C, Cai T, Cai T, Carroll R, Denny JC, Crofford L, Costenbader KH, Liao KP, Karlson EW, Feldman CH
published in: Seminars in arthritis and rheumatism
information resource reference: Identifying lupus patients in electronic health records: Development and validation of machine learning algorithms and application of rule-based algorithms. Semin Arthritis Rheum. 2019 08; 49(1):84-90.
journal title abbreviation: Semin Arthritis Rheum
publication date: 2019-01-04T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Axial and reformatted four-chamber right ventricle-to-left ventricle diameter ratios on pulmonary CT angiography as predictors of death after acute pulmonary embolism.
PubMed Identifier: 22623548
author list: Lu MT, Demehri S, Cai T, Parast L, Hunsaker AR, Goldhaber SZ, Rybicki FJ
published in: AJR. American journal of roentgenology
information resource reference: Axial and reformatted four-chamber right ventricle-to-left ventricle diameter ratios on pulmonary CT angiography as predictors of death after acute pulmonary embolism. AJR Am J Roentgenol. 2012 Jun; 198(6):1353-60.
journal title abbreviation: AJR Am J Roentgenol
publication date: 2012-06-01T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Evaluating the predictive value of biomarkers with stratified case-cohort design.
PubMed Identifier: 23173848
author list: Liu D, Cai T, Zheng Y
published in: Biometrics
information resource reference: Evaluating the predictive value of biomarkers with stratified case-cohort design. Biometrics. 2012 Dec; 68(4):1219-27.
journal title abbreviation: Biometrics
publication date: 2012-11-22T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1132578
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Feature extraction for phenotyping from semantic and knowledge resources.

Feature extraction for phenotyping from semantic and knowledge resources.
PubMed Identifier: 30738949
author list: Ning W, Chan S, Beam A, Yu M, Geva A, Liao K, Mullen M, Mandl KD, Kohane I, Cai T, Yu S
published in: Journal of biomedical informatics
information resource reference: Feature extraction for phenotyping from semantic and knowledge resources. J Biomed Inform. 2019 03; 91:103122.
journal title abbreviation: J Biomed Inform
publication date: 2019-02-07T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1137222
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Associations of antepartum suicidal behaviour with adverse infant and obstetric outcomes.

Associations of antepartum suicidal behaviour with adverse infant and obstetric outcomes.
PubMed Identifier: 30790331
author list: Zhong QY, Gelaye B, Karlson EW, Avillach P, Smoller JW, Cai T, Williams MA
published in: Paediatric and perinatal epidemiology
information resource reference: Associations of antepartum suicidal behaviour with adverse infant and obstetric outcomes. Paediatr Perinat Epidemiol. 2019 03; 33(2):137-144.
journal title abbreviation: Paediatr Perinat Epidemiol
publication date: 2019-02-20T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Algorithms
MeSH DescriptorUI: D000465
MeSH semantic group name: Concepts & Ideas
number of authors: 4301
number of publications: 14555
uniqueness weight: 0.23108
type: Concept

Electronic Health Records
MeSH DescriptorUI: D057286
MeSH semantic group name: Concepts & Ideas
number of authors: 1694
number of publications: 5453
uniqueness weight: 0.27417
type: Concept

Authorship 1144904
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Assessing the value of a censored surrogate outcome.

Authorship 1145497
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Semi-supervised estimation of covariance with application to phenome-wide association studies with electronic medical records data.

Authorship 1147880
type: Authorship
author rank in publication: 11
linked author: Cai, Tianxi
linked information resource: Decreased Total Iron Binding Capacity May Correlate with Ruptured Intracranial Aneurysms.

Assessing the value of a censored surrogate outcome.
PubMed Identifier: 30980316
author list: Parast L, Tian L, Cai T
published in: Lifetime data analysis
information resource reference: Assessing the value of a censored surrogate outcome. Lifetime Data Anal. 2020 04; 26(2):245-265.
journal title abbreviation: Lifetime Data Anal
publication date: 2019-04-12T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Decreased Total Iron Binding Capacity May Correlate with Ruptured Intracranial Aneurysms.
PubMed Identifier: 30988354
author list: Can A, Lai PMR, Castro VM, Yu S, Dligach D, Finan S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R
published in: Scientific reports
information resource reference: Decreased Total Iron Binding Capacity May Correlate with Ruptured Intracranial Aneurysms. Sci Rep. 2019 04 15; 9(1):6054.
journal title abbreviation: Sci Rep
publication date: 2019-04-15T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Semi-supervised estimation of covariance with application to phenome-wide association studies with electronic medical records data.
PubMed Identifier: 30943854
author list: Chan SF, Hejblum BP, Chakrabortty A, Cai T
published in: Statistical methods in medical research
information resource reference: Semi-supervised estimation of covariance with application to phenome-wide association studies with electronic medical records data. Stat Methods Med Res. 2020 02; 29(2):455-465.
journal title abbreviation: Stat Methods Med Res
publication date: 2019-04-03T00:00:00
year: 2019
type: Academic Article
type: Article
type: Document
type: Information Resource

Models, Statistical
MeSH DescriptorUI: D015233
MeSH semantic group name: Concepts & Ideas
number of authors: 1765
number of publications: 5068
uniqueness weight: 0.35659
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Biometry
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MeSH semantic group name: Procedures
number of authors: 254
number of publications: 579
uniqueness weight: 0.758876
type: Concept

Authorship 1148552
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Using a surrogate marker for early testing of a treatment effect.

Using a surrogate marker for early testing of a treatment effect.
PubMed Identifier: 31009073
author list: Parast L, Cai T, Tian L
published in: Biometrics
information resource reference: Using a surrogate marker for early testing of a treatment effect. Biometrics. 2019 12; 75(4):1253-1263.
journal title abbreviation: Biometrics
publication date: 2019-04-22T00:00:00
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type: Academic Article
type: Article
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Natural Language Processing
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MeSH semantic group name: Activities & Behaviors
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number of publications: 1325
uniqueness weight: 0.491059
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Biostatistics
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type: Organization

Epidemiology
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Medicine
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Neurology
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Gastroenterology
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type: Organization

Rheumatology
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General Medicine
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Beth Israel Deaconess Medical Center
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Brigham and Women's Hospital
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Harvard Medical School
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Harvard T.H. Chan School of Public Health
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Massachusetts General Hospital
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Hughes, Michael
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Murphy, Shawn
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Bates, David
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Mangione, Thomas
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VanderWeele, Tyler
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Pagano, Marcello
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Laird, Nan
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Ogilvy, Christopher
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Solomon, Daniel
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Liao, Katherine
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Du, Rose
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Rotnitzky, Andrea
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linked information resource: Identifying genetic marker sets associated with phenotypes via an efficient adaptive score test.

Semi-supervised Algorithms for Risk Assessment with Noisy EHR Data
end date: 2021-06-30
principal investigator name: CAI, TIANXI
start date: 2019-07-01
type: Grant
sponsor award id: R21CA242940

Principal Investigator
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researcher role of: Cai, Tianxi
contributes to: Semi-supervised Algorithms for Risk Assessment with Noisy EHR Data

Authorship 1185883
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author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Use of Narrative Concepts in Electronic Health Records to Validate Associations Between Genetic Factors and Response to Treatment of Inflammatory Bowel Diseases.

Use of Narrative Concepts in Electronic Health Records to Validate Associations Between Genetic Factors and Response to Treatment of Inflammatory Bowel Diseases.
PubMed Identifier: 31404664
author list: Ananthakrishnan AN, Cagan A, Cai T, Gainer VS, Savova G, Shaw SY, Churchill S, Burke KE, Karlson EW, Murphy SN, Kohane I, Liao KP, Xavier RJ
published in: Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
information resource reference: Use of Narrative Concepts in Electronic Health Records to Validate Associations Between Genetic Factors and Response to Treatment of Inflammatory Bowel Diseases. Clin Gastroenterol Hepatol. 2020 07; 18(8):1890-1892.
journal title abbreviation: Clin Gastroenterol Hepatol
publication date: 2019-08-09T00:00:00
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Authorship 1191808
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author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: Incorporating natural language processing to improve classification of axial spondyloarthritis using electronic health records.

Incorporating natural language processing to improve classification of axial spondyloarthritis using electronic health records.
PubMed Identifier: 31535693
author list: Zhao SS, Hong C, Cai T, Xu C, Huang J, Ermann J, Goodson NJ, Solomon DH, Cai T, Liao KP
published in: Rheumatology (Oxford, England)
information resource reference: Incorporating natural language processing to improve classification of axial spondyloarthritis using electronic health records. Rheumatology (Oxford). 2020 05 01; 59(5):1059-1065.
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Authorship 1192416
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author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Integrative genomic testing of cancer survival using semiparametric linear transformation models.

Authorship 1192142
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author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: A fast divide-and-conquer sparse Cox regression.

Integrative genomic testing of cancer survival using semiparametric linear transformation models.
PubMed Identifier: 26887583
author list: Huang YT, Cai T, Kim E
published in: Statistics in medicine
information resource reference: Integrative genomic testing of cancer survival using semiparametric linear transformation models. Stat Med. 2016 07 20; 35(16):2831-44.
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A fast divide-and-conquer sparse Cox regression.
PubMed Identifier: 31545341
author list: Wang Y, Hong C, Palmer N, Di Q, Schwartz J, Kohane I, Cai T
published in: Biostatistics (Oxford, England)
information resource reference: A fast divide-and-conquer sparse Cox regression. Biostatistics. 2021 04 10; 22(2):381-401.
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publication date: 2021-04-10T00:00:00
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Authorship 157396
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author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Psychiatric co-morbidity is associated with increased risk of surgery in Crohn's disease.

Authorship 1198553
type: Authorship
author rank in publication: 20
linked author: Cai, Tianxi
linked information resource: High-throughput multimodal automated phenotyping (MAP) with application to PheWAS.

High-throughput multimodal automated phenotyping (MAP) with application to PheWAS.
PubMed Identifier: 31613361
author list: Liao KP, Sun J, Cai TA, Link N, Hong C, Huang J, Huffman JE, Gronsbell J, Zhang Y, Ho YL, Castro V, Gainer V, Murphy SN, O'Donnell CJ, Gaziano JM, Cho K, Szolovits P, Kohane IS, Yu S, Cai T
published in: Journal of the American Medical Informatics Association : JAMIA
information resource reference: High-throughput multimodal automated phenotyping (MAP) with application to PheWAS. J Am Med Inform Assoc. 2019 11 01; 26(11):1255-1262.
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publication date: 2019-11-01T00:00:00
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Association between low density lipoprotein and rheumatoid arthritis genetic factors with low density lipoprotein levels in rheumatoid arthritis and non-rheumatoid arthritis controls.
PubMed Identifier: 23716066
author list: Liao KP, Diogo D, Cui J, Cai T, Okada Y, Gainer VS, Murphy SN, Gupta N, Mirel D, Ananthakrishnan AN, Szolovits P, Shaw SY, Raychaudhuri S, Churchill S, Kohane I, Karlson EW, Plenge RM
published in: Annals of the rheumatic diseases
information resource reference: Association between low density lipoprotein and rheumatoid arthritis genetic factors with low density lipoprotein levels in rheumatoid arthritis and non-rheumatoid arthritis controls. Ann Rheum Dis. 2014 Jun; 73(6):1170-5.
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Authorship 1200270
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author rank in publication: 13
linked author: Cai, Tianxi
linked information resource: Automated grouping of medical codes via multiview banded spectral clustering.

Automated grouping of medical codes via multiview banded spectral clustering.
PubMed Identifier: 31672532
author list: Zhang L, Zhang Y, Cai T, Ahuja Y, He Z, Ho YL, Beam A, Cho K, Carroll R, Denny J, Kohane I, Liao K, Cai T
published in: Journal of biomedical informatics
information resource reference: Automated grouping of medical codes via multiview banded spectral clustering. J Biomed Inform. 2019 12; 100:103322.
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publication date: 2019-10-28T00:00:00
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Authorship 1202247
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author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Plasma CD36 and Incident Diabetes: A Case-Cohort Study in Danish Men and Women.

Plasma CD36 and Incident Diabetes: A Case-Cohort Study in Danish Men and Women.
PubMed Identifier: 31701685
author list: Wang Y, Zhu J, Aroner S, Overvad K, Cai T, Yang M, Tjønneland A, Handberg A, Jensen MK
published in: Diabetes & metabolism journal
information resource reference: Plasma CD36 and Incident Diabetes: A Case-Cohort Study in Danish Men and Women. Diabetes Metab J. 2020 02; 44(1):134-142.
journal title abbreviation: Diabetes Metab J
publication date: 2019-10-18T00:00:00
year: 2019
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Authorship 1204443
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author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research.

Authorship 1204294
type: Authorship
author rank in publication: 27
linked author: Cai, Tianxi
linked information resource: High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP).

High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP).
PubMed Identifier: 31748751
author list: Zhang Y, Cai T, Yu S, Cho K, Hong C, Sun J, Huang J, Ho YL, Ananthakrishnan AN, Xia Z, Shaw SY, Gainer V, Castro V, Link N, Honerlaw J, Huang S, Gagnon D, Karlson EW, Plenge RM, Szolovits P, Savova G, Churchill S, O'Donnell C, Murphy SN, Gaziano JM, Kohane I, Cai T, Liao KP
published in: Nature protocols
information resource reference: High-throughput phenotyping with electronic medical record data using a common semi-supervised approach (PheCAP). Nat Protoc. 2019 12; 14(12):3426-3444.
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EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research.
PubMed Identifier: 31730484
author list: Cai T, Zhang L, Yang N, Kumamaru KK, Rybicki FJ, Cai T, Liao KP
published in: BMC medical informatics and decision making
information resource reference: EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research. BMC Med Inform Decis Mak. 2019 11 15; 19(1):226.
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Professor of Neurosurgery
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Professor of Neurosurgery
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Authorship 1207825
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author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Estimating average treatment effects with a double-index propensity score.

Authorship 1208823
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data.

Estimating average treatment effects with a double-index propensity score.
PubMed Identifier: 31797368
author list: Cheng D, Chakrabortty A, Ananthakrishnan AN, Cai T
published in: Biometrics
information resource reference: Estimating average treatment effects with a double-index propensity score. Biometrics. 2020 09; 76(3):767-777.
journal title abbreviation: Biometrics
publication date: 2019-12-16T00:00:00
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Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data.
PubMed Identifier: 31797605
author list: Beam AL, Kompa B, Schmaltz A, Fried I, Weber G, Palmer N, Shi X, Cai T, Kohane IS
published in: Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing
information resource reference: Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data. Pac Symp Biocomput. 2020; 25:295-306.
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Authorship 1214584
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: High density lipoprotein and its apolipoprotein-defined subspecies and risk of dementia.

Authorship 1214726
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author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Two-Sample Tests for High-Dimensional Linear Regression with an Application to Detecting Interactions.

Authorship 1214750
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Large-Scale Simultaneous Testing of Cross-Covariance Matrices with Applications to PheWAS.

Two-Sample Tests for High-Dimensional Linear Regression with an Application to Detecting Interactions.
PubMed Identifier: 29386856
author list: Xia Y, Cai T, Cai TT
published in: Statistica Sinica
information resource reference: Two-Sample Tests for High-Dimensional Linear Regression with an Application to Detecting Interactions. Stat Sin. 2018 Jan; 28:63-92.
journal title abbreviation: Stat Sin
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Large-Scale Simultaneous Testing of Cross-Covariance Matrices with Applications to PheWAS.
PubMed Identifier: 31889766
author list: Cai T, Cai TT, Liao K, Liu W
published in: Statistica Sinica
information resource reference: Large-Scale Simultaneous Testing of Cross-Covariance Matrices with Applications to PheWAS. Stat Sin. 2019 Apr; 29(2):983-1005.
journal title abbreviation: Stat Sin
publication date: 2019-04-01T00:00:00
year: 2019
type: Academic Article
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High density lipoprotein and its apolipoprotein-defined subspecies and risk of dementia.
PubMed Identifier: 31892526
author list: Koch M, DeKosky ST, Goodman M, Sun J, Furtado JD, Fitzpatrick AL, Mackey RH, Cai T, Lopez OL, Kuller LH, Mukamal KJ, Jensen MK
published in: Journal of lipid research
information resource reference: High density lipoprotein and its apolipoprotein-defined subspecies and risk of dementia. J Lipid Res. 2020 03; 61(3):445-454.
journal title abbreviation: J Lipid Res
publication date: 2019-12-31T00:00:00
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Authorship 1217227
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Classifying Pseudogout Using Machine Learning Approaches With Electronic Health Record Data.

Classifying Pseudogout Using Machine Learning Approaches With Electronic Health Record Data.
PubMed Identifier: 31910317
author list: Tedeschi SK, Cai T, He Z, Ahuja Y, Hong C, Yates KA, Dahal K, Xu C, Lyu H, Yoshida K, Solomon DH, Cai T, Liao KP
published in: Arthritis care & research
information resource reference: Classifying Pseudogout Using Machine Learning Approaches With Electronic Health Record Data. Arthritis Care Res (Hoboken). 2021 03; 73(3):442-448.
journal title abbreviation: Arthritis Care Res (Hoboken)
publication date: 2021-03-01T00:00:00
year: 2021
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Authorship 1237175
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author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: Integrating questionnaire measures for transdiagnostic psychiatric phenotyping using word2vec.

Integrating questionnaire measures for transdiagnostic psychiatric phenotyping using word2vec.
PubMed Identifier: 32243452
author list: Sonabend W A, Pellegrini AM, Chan S, Brown HE, Rosenquist JN, Vuijk PJ, Doyle AE, Perlis RH, Cai T
published in: PloS one
information resource reference: Integrating questionnaire measures for transdiagnostic psychiatric phenotyping using word2vec. PLoS One. 2020; 15(4):e0230663.
journal title abbreviation: PLoS One
publication date: 2020-04-03T00:00:00
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Authorship 1237983
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author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: FUNCTIONAL PRINCIPAL VARIANCE COMPONENT TESTING FOR A GENETIC ASSOCIATION STUDY OF HIV PROGRESSION.

FUNCTIONAL PRINCIPAL VARIANCE COMPONENT TESTING FOR A GENETIC ASSOCIATION STUDY OF HIV PROGRESSION.
PubMed Identifier: 32256927
author list: Agniel D, Xie W, Essex M, Cai T
published in: The annals of applied statistics
information resource reference: FUNCTIONAL PRINCIPAL VARIANCE COMPONENT TESTING FOR A GENETIC ASSOCIATION STUDY OF HIV PROGRESSION. Ann Appl Stat. 2018 Sep; 12(3):1871-1893.
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Authorship 171766
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author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: The analysis of placement values for evaluating discriminatory measures.

Authorship 1245825
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author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Safety and Efficacy of Tumor Necrosis Factor Antagonists in Older Patients With Ulcerative Colitis: Patient-Level Pooled Analysis of Data From Randomized Trials.

Safety and Efficacy of Tumor Necrosis Factor Antagonists in Older Patients With Ulcerative Colitis: Patient-Level Pooled Analysis of Data From Randomized Trials.
PubMed Identifier: 32371165
author list: Cheng D, Cushing KC, Cai T, Ananthakrishnan AN
published in: Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
information resource reference: Safety and Efficacy of Tumor Necrosis Factor Antagonists in Older Patients With Ulcerative Colitis: Patient-Level Pooled Analysis of Data From Randomized Trials. Clin Gastroenterol Hepatol. 2021 May; 19(5):939-946.e4.
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Authorship 1247087
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author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Robust and efficient semi-supervised estimation of average treatment effects with application to electronic health records data.

Authorship 1248413
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Impact of ICD10 and secular changes on electronic medical record rheumatoid arthritis algorithms.

Robust and efficient semi-supervised estimation of average treatment effects with application to electronic health records data.
PubMed Identifier: 32413171
author list: Cheng D, Ananthakrishnan AN, Cai T
published in: Biometrics
information resource reference: Robust and efficient semi-supervised estimation of average treatment effects with application to electronic health records data. Biometrics. 2021 06; 77(2):413-423.
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publication date: 2020-05-25T00:00:00
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Impact of ICD10 and secular changes on electronic medical record rheumatoid arthritis algorithms.
PubMed Identifier: 32413107
author list: Huang S, Huang J, Cai T, Dahal KP, Cagan A, He Z, Stratton J, Gorelik I, Hong C, Cai T, Liao KP
published in: Rheumatology (Oxford, England)
information resource reference: Impact of ICD10 and secular changes on electronic medical record rheumatoid arthritis algorithms. Rheumatology (Oxford). 2020 12 01; 59(12):3759-3766.
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Authorship 1257374
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author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Developing and evaluating risk prediction models with panel current status data.

Authorship 1254291
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author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: sureLDA: A multidisease automated phenotyping method for the electronic health record.

Developing and evaluating risk prediction models with panel current status data.
PubMed Identifier: 32562264
author list: Chan S, Wang X, Jazic I, Peskoe S, Zheng Y, Cai T
published in: Biometrics
information resource reference: Developing and evaluating risk prediction models with panel current status data. Biometrics. 2021 06; 77(2):599-609.
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sureLDA: A multidisease automated phenotyping method for the electronic health record.
PubMed Identifier: 32548637
author list: Ahuja Y, Zhou D, He Z, Sun J, Castro VM, Gainer V, Murphy SN, Hong C, Cai T
published in: Journal of the American Medical Informatics Association : JAMIA
information resource reference: sureLDA: A multidisease automated phenotyping method for the electronic health record. J Am Med Inform Assoc. 2020 08 01; 27(8):1235-1243.
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Authorship 1259940
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author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Model-free approach to quantifying the proportion of treatment effect explained by a surrogate marker.

Model-free approach to quantifying the proportion of treatment effect explained by a surrogate marker.
PubMed Identifier: 32587413
author list: Wang X, Parast L, Tian LU, Cai T
published in: Biometrika
information resource reference: Model-free approach to quantifying the proportion of treatment effect explained by a surrogate marker. Biometrika. 2020 Mar; 107(1):107-122.
journal title abbreviation: Biometrika
publication date: 2019-12-24T00:00:00
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Authorship 1265454
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Association of Apolipoprotein E in Lipoprotein Subspecies With Risk of Dementia.

Association of Apolipoprotein E in Lipoprotein Subspecies With Risk of Dementia.
PubMed Identifier: 32648923
author list: Koch M, DeKosky ST, Goodman M, Sun J, Furtado JD, Fitzpatrick AL, Mackey RH, Cai T, Lopez OL, Kuller LH, Mukamal KJ, Jensen MK
published in: JAMA network open
information resource reference: Association of Apolipoprotein E in Lipoprotein Subspecies With Risk of Dementia. JAMA Netw Open. 2020 07 01; 3(7):e209250.
journal title abbreviation: JAMA Netw Open
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Authorship 1268142
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author rank in publication: 13
linked author: Cai, Tianxi
linked information resource: Age and morphology of posterior communicating artery aneurysms.

Age and morphology of posterior communicating artery aneurysms.
PubMed Identifier: 32665589
author list: Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Yu S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R
published in: Scientific reports
information resource reference: Age and morphology of posterior communicating artery aneurysms. Sci Rep. 2020 07 14; 10(1):11545.
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Authorship 1276115
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author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Phenome-wide examination of comorbidity burden and multiple sclerosis disease severity.

Phenome-wide examination of comorbidity burden and multiple sclerosis disease severity.
PubMed Identifier: 32817202
author list: Zhang T, Goodman M, Zhu F, Healy B, Carruthers R, Chitnis T, Weiner H, Cai T, De Jager P, Tremlett H, Xia Z
published in: Neurology(R) neuroimmunology & neuroinflammation
information resource reference: Phenome-wide examination of comorbidity burden and multiple sclerosis disease severity. Neurol Neuroimmunol Neuroinflamm. 2020 11; 7(6).
journal title abbreviation: Neurol Neuroimmunol Neuroinflamm
publication date: 2020-08-19T00:00:00
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Authorship 1282304
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author rank in publication: 86
linked author: Cai, Tianxi
linked information resource: International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.
PubMed Identifier: 32864472
author list: Brat GA, Weber GM, Gehlenborg N, Avillach P, Palmer NP, Chiovato L, Cimino J, Waitman LR, Omenn GS, Malovini A, Moore JH, Beaulieu-Jones BK, Tibollo V, Murphy SN, Yi SL, Keller MS, Bellazzi R, Hanauer DA, Serret-Larmande A, Gutierrez-Sacristan A, Holmes JJ, Bell DS, Mandl KD, Follett RW, Klann JG, Murad DA, Scudeller L, Bucalo M, Kirchoff K, Craig J, Obeid J, Jouhet V, Griffier R, Cossin S, Moal B, Patel LP, Bellasi A, Prokosch HU, Kraska D, Sliz P, Tan ALM, Ngiam KY, Zambelli A, Mowery DL, Schiver E, Devkota B, Bradford RL, Daniar M, Daniel C, Benoit V, Bey R, Paris N, Serre P, Orlova N, Dubiel J, Hilka M, Jannot AS, Breant S, Leblanc J, Griffon N, Burgun A, Bernaux M, Sandrin A, Salamanca E, Cormont S, Ganslandt T, Gradinger T, Champ J, Boeker M, Martel P, Esteve L, Gramfort A, Grisel O, Leprovost D, Moreau T, Varoquaux G, Vie JJ, Wassermann D, Mensch A, Caucheteux C, Haverkamp C, Lemaitre G, Bosari S, Krantz ID, South A, Cai T, Kohane IS
published in: NPJ digital medicine
information resource reference: International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium. NPJ Digit Med. 2020; 3:109.
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publication date: 2020-08-19T00:00:00
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Authorship 1283672
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author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Evaluating multiple surrogate markers with censored data.

Authorship 1288125
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author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Protein-Defined Subspecies of HDLs (High-Density Lipoproteins) and Differential Risk of Coronary Heart Disease in 4 Prospective Studies.

Authorship 1286312
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author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: A divide-and-conquer method for sparse risk prediction and evaluation.

Evaluating multiple surrogate markers with censored data.
PubMed Identifier: 32920821
author list: Parast L, Cai T, Tian L
published in: Biometrics
information resource reference: Evaluating multiple surrogate markers with censored data. Biometrics. 2021 12; 77(4):1315-1327.
journal title abbreviation: Biometrics
publication date: 2020-09-22T00:00:00
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Protein-Defined Subspecies of HDLs (High-Density Lipoproteins) and Differential Risk of Coronary Heart Disease in 4 Prospective Studies.
PubMed Identifier: 32907368
author list: Sacks FM, Liang L, Furtado JD, Cai T, Davidson WS, He Z, McClelland RL, Rimm EB, Jensen MK
published in: Arteriosclerosis, thrombosis, and vascular biology
information resource reference: Protein-Defined Subspecies of HDLs (High-Density Lipoproteins) and Differential Risk of Coronary Heart Disease in 4 Prospective Studies. Arterioscler Thromb Vasc Biol. 2020 11; 40(11):2714-2727.
journal title abbreviation: Arterioscler Thromb Vasc Biol
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type: Academic Article
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A divide-and-conquer method for sparse risk prediction and evaluation.
PubMed Identifier: 32909599
author list: Hong C, Wang Y, Cai T
published in: Biostatistics (Oxford, England)
information resource reference: A divide-and-conquer method for sparse risk prediction and evaluation. Biostatistics. 2022 04 13; 23(2):397-411.
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publication date: 2022-04-13T00:00:00
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Authorship 1298169
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author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Surrounding vascular geometry associated with basilar tip aneurysm formation.

Surrounding vascular geometry associated with basilar tip aneurysm formation.
PubMed Identifier: 33087795
author list: Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R
published in: Scientific reports
information resource reference: Surrounding vascular geometry associated with basilar tip aneurysm formation. Sci Rep. 2020 10 21; 10(1):17928.
journal title abbreviation: Sci Rep
publication date: 2020-10-21T00:00:00
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type: Academic Article
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Vascular Geometry Associated with Anterior Communicating Artery Aneurysm Formation.
PubMed Identifier: 33307259
author list: Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R
published in: World neurosurgery
information resource reference: Vascular Geometry Associated with Anterior Communicating Artery Aneurysm Formation. World Neurosurg. 2021 02; 146:e1318-e1325.
journal title abbreviation: World Neurosurg
publication date: 2020-12-09T00:00:00
year: 2020
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1312634
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Vascular Geometry Associated with Anterior Communicating Artery Aneurysm Formation.

Authorship 1319636
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Geometric variations associated with posterior communicating artery aneurysms.

Geometric variations associated with posterior communicating artery aneurysms.
PubMed Identifier: 33479035
author list: Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Gainer V, Shadick N, Savova G, Murphy SN, Cai T, Weiss ST, Du R
published in: Journal of neurointerventional surgery
information resource reference: Geometric variations associated with posterior communicating artery aneurysms. J Neurointerv Surg. 2021 Nov; 13(11):1049-1052.
journal title abbreviation: J Neurointerv Surg
publication date: 2021-01-21T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1324526
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Morphological variables associated with ruptured basilar tip aneurysms.

Morphological variables associated with ruptured basilar tip aneurysms.
PubMed Identifier: 33510194
author list: Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R
published in: Scientific reports
information resource reference: Morphological variables associated with ruptured basilar tip aneurysms. Sci Rep. 2021 01 28; 11(1):2526.
journal title abbreviation: Sci Rep
publication date: 2021-01-28T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1328915
type: Authorship
author rank in publication: 85
linked author: Cai, Tianxi
linked information resource: International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.

International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.
PubMed Identifier: 33564777
author list: Weber GM, Hong C, Palmer NP, Avillach P, Murphy SN, Gutiérrez-Sacristán A, Xia Z, Serret-Larmande A, Neuraz A, Omenn GS, Visweswaran S, Klann JG, South AM, Loh NHW, Cannataro M, Beaulieu-Jones BK, Bellazzi R, Agapito G, Alessiani M, Aronow BJ, Bell DS, Bellasi A, Benoit V, Beraghi M, Boeker M, Booth J, Bosari S, Bourgeois FT, Brown NW, Bucalo M, Chiovato L, Chiudinelli L, Dagliati A, Devkota B, DuVall SL, Follett RW, Ganslandt T, García Barrio N, Gradinger T, Griffier R, Hanauer DA, Holmes JH, Horki P, Huling KM, Issitt RW, Jouhet V, Keller MS, Kraska D, Liu M, Luo Y, Lynch KE, Malovini A, Mandl KD, Mao C, Maram A, Matheny ME, Maulhardt T, Mazzitelli M, Milano M, Moore JH, Morris JS, Morris M, Mowery DL, Naughton TP, Ngiam KY, Norman JB, Patel LP, Pedrera Jimenez M, Ramoni RB, Schriver ER, Scudeller L, Sebire NJ, Serrano Balazote P, Spiridou A, Tan AL, Tan BW, Tibollo V, Torti C, Trecarichi EM, Vitacca M, Zambelli A, Zucco C, Kohane IS, Cai T, Brat GA
published in: medRxiv : the preprint server for health sciences
information resource reference: International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study. medRxiv. 2021 Feb 05.
journal title abbreviation: medRxiv
publication date: 2021-02-05T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1330951
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: A high-throughput phenotyping algorithm is portable from adult to pediatric populations.

Authorship 1331339
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Temporal bias in case-control design: preventing reliable predictions of the future.

Authorship 1332163
type: Authorship
author rank in publication: 40
linked author: Cai, Tianxi
linked information resource: What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask.

Temporal bias in case-control design: preventing reliable predictions of the future.
PubMed Identifier: 33597541
author list: Yuan W, Beaulieu-Jones BK, Yu KH, Lipnick SL, Palmer N, Loscalzo J, Cai T, Kohane IS
published in: Nature communications
information resource reference: Temporal bias in case-control design: preventing reliable predictions of the future. Nat Commun. 2021 02 17; 12(1):1107.
journal title abbreviation: Nat Commun
publication date: 2021-02-17T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

A high-throughput phenotyping algorithm is portable from adult to pediatric populations.
PubMed Identifier: 33594412
author list: Geva A, Liu M, Panickan VA, Avillach P, Cai T, Mandl KD
published in: Journal of the American Medical Informatics Association : JAMIA
information resource reference: A high-throughput phenotyping algorithm is portable from adult to pediatric populations. J Am Med Inform Assoc. 2021 06 12; 28(6):1265-1269.
journal title abbreviation: J Am Med Inform Assoc
publication date: 2021-06-12T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask.
PubMed Identifier: 33600347
author list: Kohane IS, Aronow BJ, Avillach P, Beaulieu-Jones BK, Bellazzi R, Bradford RL, Brat GA, Cannataro M, Cimino JJ, García-Barrio N, Gehlenborg N, Ghassemi M, Gutiérrez-Sacristán A, Hanauer DA, Holmes JH, Hong C, Klann JG, Loh NHW, Luo Y, Mandl KD, Daniar M, Moore JH, Murphy SN, Neuraz A, Ngiam KY, Omenn GS, Palmer N, Patel LP, Pedrera-Jiménez M, Sliz P, South AM, Tan ALM, Taylor DM, Taylor BW, Torti C, Vallejos AK, Wagholikar KB, Weber GM, Cai T
published in: Journal of medical Internet research
information resource reference: What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask. J Med Internet Res. 2021 03 02; 23(3):e22219.
journal title abbreviation: J Med Internet Res
publication date: 2021-03-02T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1334146
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Tobacco use and age are associated with different morphologic features of anterior communicating artery aneurysms.

Authorship 1333350
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Leveraging electronic health records data to predict multiple sclerosis disease activity.

Authorship 1334360
type: Authorship
author rank in publication: 13
linked author: Cai, Tianxi
linked information resource: Improved Appropriateness of Advanced Diagnostic Imaging After Implementation of Clinical Decision Support Mechanism.

Tobacco use and age are associated with different morphologic features of anterior communicating artery aneurysms.
PubMed Identifier: 33637879
author list: Zhang J, Lai PMR, Can A, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R
published in: Scientific reports
information resource reference: Tobacco use and age are associated with different morphologic features of anterior communicating artery aneurysms. Sci Rep. 2021 02 26; 11(1):4791.
journal title abbreviation: Sci Rep
publication date: 2021-02-26T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Leveraging electronic health records data to predict multiple sclerosis disease activity.
PubMed Identifier: 33626237
author list: Ahuja Y, Kim N, Liang L, Cai T, Dahal K, Seyok T, Lin C, Finan S, Liao K, Savovoa G, Chitnis T, Cai T, Xia Z
published in: Annals of clinical and translational neurology
information resource reference: Leveraging electronic health records data to predict multiple sclerosis disease activity. Ann Clin Transl Neurol. 2021 04; 8(4):800-810.
journal title abbreviation: Ann Clin Transl Neurol
publication date: 2021-02-24T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Improved Appropriateness of Advanced Diagnostic Imaging After Implementation of Clinical Decision Support Mechanism.
PubMed Identifier: 33634414
author list: Chepelev LL, Wang X, Gold B, Bonzel CL, Rybicki F, Uyeda JW, Sheikh A, Anderson D, Lindaman J, Mogel G, Mitsouras D, Mahoney MC, Cai T, Rybicki FJ
published in: Journal of digital imaging
information resource reference: Improved Appropriateness of Advanced Diagnostic Imaging After Implementation of Clinical Decision Support Mechanism. J Digit Imaging. 2021 04; 34(2):397-403.
journal title abbreviation: J Digit Imaging
publication date: 2021-02-25T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1335468
type: Authorship
author rank in publication: 16
linked author: Cai, Tianxi
linked information resource: Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19.

Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19.
PubMed Identifier: 33655281
author list: Le TT, Gutiérrez-Sacristán A, Son J, Hong C, South AM, Beaulieu-Jones BK, Loh NHW, Luo Y, Morris M, Ngiam KY, Patel LP, Samayamuthu MJ, Schriver E, Tan AL, Moore J, Cai T, Omenn GS, Avillach P, Kohane IS, Visweswaran S, Mowery DL, Xia Z
published in: medRxiv : the preprint server for health sciences
information resource reference: Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19. medRxiv. 2021 Jan 29.
journal title abbreviation: medRxiv
publication date: 2021-01-29T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 164553
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Issues in genomic screening: critical values, sample sizes, and the ability to detect linkage.

Authorship 1350964
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Biomarker evaluation under imperfect nested case-control design.

Biomarker evaluation under imperfect nested case-control design.
PubMed Identifier: 33915597
author list: Wang X, Zheng Y, Jensen MK, He Z, Cai T
published in: Statistics in medicine
information resource reference: Biomarker evaluation under imperfect nested case-control design. Stat Med. 2021 08 15; 40(18):4035-4052.
journal title abbreviation: Stat Med
publication date: 2021-04-29T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1363566
type: Authorship
author rank in publication: 41
linked author: Cai, Tianxi
linked information resource: International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries.

International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries.
PubMed Identifier: 34115127
author list: Bourgeois FT, Gutiérrez-Sacristán A, Keller MS, Liu M, Hong C, Bonzel CL, Tan ALM, Aronow BJ, Boeker M, Booth J, Cruz Rojo J, Devkota B, García Barrio N, Gehlenborg N, Geva A, Hanauer DA, Hutch MR, Issitt RW, Klann JG, Luo Y, Mandl KD, Mao C, Moal B, Moshal KL, Murphy SN, Neuraz A, Ngiam KY, Omenn GS, Patel LP, Jiménez MP, Sebire NJ, Balazote PS, Serret-Larmande A, South AM, Spiridou A, Taylor DM, Tippmann P, Visweswaran S, Weber GM, Kohane IS, Cai T, Avillach P
published in: JAMA network open
information resource reference: International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries. JAMA Netw Open. 2021 06 01; 4(6):e2112596.
journal title abbreviation: JAMA Netw Open
publication date: 2021-06-01T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Studying exceptional treatment non-responders and genetics to predict treatment response in rheumatoid arthritis
end date: 2023-06-30
principal investigator name: CAI, TIANXI ;LIAO, KATHERINE PHOENIX
start date: 2021-07-01
type: Grant
sponsor award id: R21AR078339

Co-Principal Investigator
type: Researcher Role
researcher role of: Cai, Tianxi
contributes to: Studying exceptional treatment non-responders and genetics to predict treatment response in rheumatoid arthritis

Authorship 1370694
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Identify and Estimate Survival in a Longitudinal Cohort of Patients With Lung Cancer.

Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Identify and Estimate Survival in a Longitudinal Cohort of Patients With Lung Cancer.
PubMed Identifier: 34232304
author list: Yuan Q, Cai T, Hong C, Du M, Johnson BE, Lanuti M, Cai T, Christiani DC
published in: JAMA network open
information resource reference: Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Identify and Estimate Survival in a Longitudinal Cohort of Patients With Lung Cancer. JAMA Netw Open. 2021 07 01; 4(7):e2114723.
journal title abbreviation: JAMA Netw Open
publication date: 2021-07-01T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1378028
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: Improving the Efficiency of Clinical Trial Recruitment Using an Ensemble Machine Learning to Assist With Eligibility Screening.

Improving the Efficiency of Clinical Trial Recruitment Using an Ensemble Machine Learning to Assist With Eligibility Screening.
PubMed Identifier: 34296815
author list: Cai T, Cai F, Dahal KP, Cremone G, Lam E, Golnik C, Seyok T, Hong C, Cai T, Liao KP
published in: ACR open rheumatology
information resource reference: Improving the Efficiency of Clinical Trial Recruitment Using an Ensemble Machine Learning to Assist With Eligibility Screening. ACR Open Rheumatol. 2021 Sep; 3(9):593-600.
journal title abbreviation: ACR Open Rheumatol
publication date: 2021-07-23T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Semi-supervised Approaches to Denoising Electronic Health Records Data for Risk Prediction
end date: 2025-04-30
principal investigator name: CAI, TIANXI
start date: 2021-08-01
type: Grant
sponsor award id: R01LM013614

Principal Investigator
type: Researcher Role
researcher role of: Cai, Tianxi
contributes to: Semi-supervised Approaches to Denoising Electronic Health Records Data for Risk Prediction

Authorship 1391010
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Quantifying the feasibility of shortening clinical trial duration using surrogate markers.

Quantifying the feasibility of shortening clinical trial duration using surrogate markers.
PubMed Identifier: 34474500
author list: Wang X, Cai T, Tian L, Bourgeois F, Parast L
published in: Statistics in medicine
information resource reference: Quantifying the feasibility of shortening clinical trial duration using surrogate markers. Stat Med. 2021 12 10; 40(28):6321-6343.
journal title abbreviation: Stat Med
publication date: 2021-09-02T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1393644
type: Authorship
author rank in publication: 68
linked author: Cai, Tianxi
linked information resource: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.

International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.
PubMed Identifier: 34533459
author list: Weber GM, Zhang HG, L'Yi S, Bonzel CL, Hong C, Avillach P, Gutiérrez-Sacristán A, Palmer NP, Tan ALM, Wang X, Yuan W, Gehlenborg N, Alloni A, Amendola DF, Bellasi A, Bellazzi R, Beraghi M, Bucalo M, Chiovato L, Cho K, Dagliati A, Estiri H, Follett RW, García Barrio N, Hanauer DA, Henderson DW, Ho YL, Holmes JH, Hutch MR, Kavuluru R, Kirchoff K, Klann JG, Krishnamurthy AK, Le TT, Liu M, Loh NHW, Lozano-Zahonero S, Luo Y, Maidlow S, Makoudjou A, Malovini A, Martins MR, Moal B, Morris M, Mowery DL, Murphy SN, Neuraz A, Ngiam KY, Okoshi MP, Omenn GS, Patel LP, Pedrera Jiménez M, Prudente RA, Samayamuthu MJ, Sanz Vidorreta FJ, Schriver ER, Schubert P, Serrano Balazote P, Tan BW, Tanni SE, Tibollo V, Visweswaran S, Wagholikar KB, Xia Z, Zöller D, Kohane IS, Cai T, South AM, Brat GA
published in: Journal of medical Internet research
information resource reference: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study. J Med Internet Res. 2021 10 11; 23(10):e31400.
journal title abbreviation: J Med Internet Res
publication date: 2021-10-11T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients With Rheumatoid Arthritis.
PubMed Identifier: 34623035
author list: Huang S, Cai T, Weber BN, He Z, Dahal KP, Hong C, Hou J, Seyok T, Cagan A, DiCarli MF, Joseph J, Kim SC, Solomon DH, Cai T, Liao KP
published in: Arthritis care & research
information resource reference: Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients With Rheumatoid Arthritis. Arthritis Care Res (Hoboken). 2023 05; 75(5):1036-1045.
journal title abbreviation: Arthritis Care Res (Hoboken)
publication date: 2022-12-12T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1399958
type: Authorship
author rank in publication: 14
linked author: Cai, Tianxi
linked information resource: Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients With Rheumatoid Arthritis.

Authorship 1399788
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.

ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.
PubMed Identifier: 34608931
author list: Zhang HG, Hejblum BP, Weber GM, Palmer NP, Churchill SE, Szolovits P, Murphy SN, Liao KP, Kohane IS, Cai T
published in: Journal of the American Medical Informatics Association : JAMIA
information resource reference: ATLAS: an automated association test using probabilistically linked health records with application to genetic studies. J Am Med Inform Assoc. 2021 11 25; 28(12):2582-2592.
journal title abbreviation: J Am Med Inform Assoc
publication date: 2021-11-25T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 186804
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Joint inferences on vaccine efficacy against infection and disease with application to the first HIV vaccine efficacy trial.

Authorship 1402673
type: Authorship
author rank in publication: 16
linked author: Cai, Tianxi
linked information resource: Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19.

Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19.
PubMed Identifier: 34642371
author list: Le TT, Gutiérrez-Sacristán A, Son J, Hong C, South AM, Beaulieu-Jones BK, Loh NHW, Luo Y, Morris M, Ngiam KY, Patel LP, Samayamuthu MJ, Schriver E, Tan ALM, Moore J, Cai T, Omenn GS, Avillach P, Kohane IS, Visweswaran S, Mowery DL, Xia Z
published in: Scientific reports
information resource reference: Multinational characterization of neurological phenotypes in patients hospitalized with COVID-19. Sci Rep. 2021 10 12; 11(1):20238.
journal title abbreviation: Sci Rep
publication date: 2021-10-12T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1406615
type: Authorship
author rank in publication: 23
linked author: Cai, Tianxi
linked information resource: Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data.

Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data.
PubMed Identifier: 34707226
author list: Hong C, Rush E, Liu M, Zhou D, Sun J, Sonabend A, Castro VM, Schubert P, Panickan VA, Cai T, Costa L, He Z, Link N, Hauser R, Gaziano JM, Murphy SN, Ostrouchov G, Ho YL, Begoli E, Lu J, Cho K, Liao KP, Cai T
published in: NPJ digital medicine
information resource reference: Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data. NPJ Digit Med. 2021 Oct 27; 4(1):151.
journal title abbreviation: NPJ Digit Med
publication date: 2021-10-27T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Comparison of Dimethyl Fumarate vs Fingolimod and Rituximab vs Natalizumab for Treatment of Multiple Sclerosis.
PubMed Identifier: 34783826
author list: Hou J, Kim N, Cai T, Dahal K, Weiner H, Chitnis T, Cai T, Xia Z
published in: JAMA network open
information resource reference: Comparison of Dimethyl Fumarate vs Fingolimod and Rituximab vs Natalizumab for Treatment of Multiple Sclerosis. JAMA Netw Open. 2021 11 01; 4(11):e2134627.
journal title abbreviation: JAMA Netw Open
publication date: 2021-11-01T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1415363
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Longitudinal imaging history in early identification of intimate partner violence.

Authorship 1412733
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Comparison of Dimethyl Fumarate vs Fingolimod and Rituximab vs Natalizumab for Treatment of Multiple Sclerosis.

Authorship 1415068
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Risk prediction with imperfect survival outcome information from electronic health records.

Risk prediction with imperfect survival outcome information from electronic health records.
PubMed Identifier: 34747010
author list: Hou J, Chan SF, Wang X, Cai T
published in: Biometrics
information resource reference: Risk prediction with imperfect survival outcome information from electronic health records. Biometrics. 2023 03; 79(1):190-202.
journal title abbreviation: Biometrics
publication date: 2021-11-22T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Longitudinal imaging history in early identification of intimate partner violence.
PubMed Identifier: 34797386
author list: Park H, Gujrathi R, Gosangi B, Thomas R, Cai T, Chen I, Bay C, Hassan N, Boland G, Kohane I, Seltzer S, Rexrode K, Khurana B
published in: European radiology
information resource reference: Longitudinal imaging history in early identification of intimate partner violence. Eur Radiol. 2022 Apr; 32(4):2824-2836.
journal title abbreviation: Eur Radiol
publication date: 2021-11-19T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1417845
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Testing for heterogeneity in the utility of a surrogate marker.

Authorship 1418544
type: Authorship
author rank in publication: 68
linked author: Cai, Tianxi
linked information resource: Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.

Testing for heterogeneity in the utility of a surrogate marker.
PubMed Identifier: 34874550
author list: Parast L, Cai T, Tian L
published in: Biometrics
information resource reference: Testing for heterogeneity in the utility of a surrogate marker. Biometrics. 2023 06; 79(2):799-810.
journal title abbreviation: Biometrics
publication date: 2021-12-07T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.
PubMed Identifier: 34889759
author list: Weber GM, Zhang HG, L'Yi S, Bonzel CL, Hong C, Avillach P, Gutiérrez-Sacristán A, Palmer NP, Tan ALM, Wang X, Yuan W, Gehlenborg N, Alloni A, Amendola DF, Bellasi A, Bellazzi R, Beraghi M, Bucalo M, Chiovato L, Cho K, Dagliati A, Estiri H, Follett RW, García Barrio N, Hanauer DA, Henderson DW, Ho YL, Holmes JH, Hutch MR, Kavuluru R, Kirchoff K, Klann JG, Krishnamurthy AK, Le TT, Liu M, Loh NHW, Lozano-Zahonero S, Luo Y, Maidlow S, Makoudjou A, Malovini A, Martins MR, Moal B, Morris M, Mowery DL, Murphy SN, Neuraz A, Ngiam KY, Okoshi MP, Omenn GS, Patel LP, Pedrera Jiménez M, Prudente RA, Samayamuthu MJ, Sanz Vidorreta FJ, Schriver ER, Schubert P, Serrano Balazote P, Tan BW, Tanni SE, Tibollo V, Visweswaran S, Wagholikar KB, Xia Z, Zöller D, Kohane IS, Cai T, South AM, Brat GA
published in: Journal of medical Internet research
information resource reference: Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study. J Med Internet Res. 2021 Nov 30; 23(11):e34625.
journal title abbreviation: J Med Internet Res
publication date: 2021-11-30T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1423149
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Geometric Features Associated with Middle Cerebral Artery Bifurcation Aneurysm Formation: A Matched Case-Control Study.

Geometric Features Associated with Middle Cerebral Artery Bifurcation Aneurysm Formation: A Matched Case-Control Study.
PubMed Identifier: 34974241
author list: Zhang J, Can A, Lai PMR, Mukundan S, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R
published in: Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association
information resource reference: Geometric Features Associated with Middle Cerebral Artery Bifurcation Aneurysm Formation: A Matched Case-Control Study. J Stroke Cerebrovasc Dis. 2022 Mar; 31(3):106268.
journal title abbreviation: J Stroke Cerebrovasc Dis
publication date: 2021-12-30T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Risk of Infections With Ustekinumab and Tofacitinib Compared to Tumor Necrosis Factor a Antagonists in Inflammatory Bowel Diseases.
PubMed Identifier: 35066137
author list: Cheng D, Kochar BD, Cai T, Ananthakrishnan AN
published in: Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
information resource reference: Risk of Infections With Ustekinumab and Tofacitinib Compared to Tumor Necrosis Factor a Antagonists in Inflammatory Bowel Diseases. Clin Gastroenterol Hepatol. 2022 10; 20(10):2366-2372.e6.
journal title abbreviation: Clin Gastroenterol Hepatol
publication date: 2022-01-20T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1427841
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Risk of Infections With Ustekinumab and Tofacitinib Compared to Tumor Necrosis Factor a Antagonists in Inflammatory Bowel Diseases.

Comparative Risk of Thrombotic and Cardiovascular Events with Tofacitinib and Anti-TNF Agents in Patients with Inflammatory Bowel Diseases.
PubMed Identifier: 35113275
author list: Kochar BD, Cheng D, Cai T, Ananthakrishnan AN
published in: Digestive diseases and sciences
information resource reference: Comparative Risk of Thrombotic and Cardiovascular Events with Tofacitinib and Anti-TNF Agents in Patients with Inflammatory Bowel Diseases. Dig Dis Sci. 2022 11; 67(11):5206-5212.
journal title abbreviation: Dig Dis Sci
publication date: 2022-02-03T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1429816
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Comparative Risk of Thrombotic and Cardiovascular Events with Tofacitinib and Anti-TNF Agents in Patients with Inflammatory Bowel Diseases.

Authorship 1440320
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Semisupervised Calibration of Risk with Noisy Event Times (SCORNET) using electronic health record data.

Authorship 1441120
type: Authorship
author rank in publication: 13
linked author: Cai, Tianxi
linked information resource: Temporal trends of multiple sclerosis disease activity: Electronic health records indicators.

Temporal trends of multiple sclerosis disease activity: Electronic health records indicators.
PubMed Identifier: 35158446
author list: Liang L, Kim N, Hou J, Cai T, Dahal K, Lin C, Finan S, Savovoa G, Rosso M, Polgar-Tucsanyi M, Weiner H, Chitnis T, Cai T, Xia Z
published in: Multiple sclerosis and related disorders
information resource reference: Temporal trends of multiple sclerosis disease activity: Electronic health records indicators. Mult Scler Relat Disord. 2022 Jan; 57:103333.
journal title abbreviation: Mult Scler Relat Disord
publication date: 2021-10-24T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Semisupervised Calibration of Risk with Noisy Event Times (SCORNET) using electronic health record data.
PubMed Identifier: 35166342
author list: Ahuja Y, Liang L, Zhou D, Huang S, Cai T
published in: Biostatistics (Oxford, England)
information resource reference: Semisupervised Calibration of Risk with Noisy Event Times (SCORNET) using electronic health record data. Biostatistics. 2023 Jul 14; 24(3):760-775.
journal title abbreviation: Biostatistics
publication date: 2023-07-14T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 277580
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Initial evaluation of coronary images from 320-detector row computed tomography.

Authorship 1446110
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Robust approach to combining multiple markers to improve surrogacy.

Authorship 1446744
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: Binary acronym disambiguation in clinical notes from electronic health records with an application in computational phenotyping.

Authorship 1448524
type: Authorship
author rank in publication: 11
linked author: Cai, Tianxi
linked information resource: Impact of Coronavirus Disease 2019 (COVID-19) Severity on Long-term Events in United States Veterans Using the Veterans Affairs Severity Index for COVID-19 (VASIC).

Binary acronym disambiguation in clinical notes from electronic health records with an application in computational phenotyping.
PubMed Identifier: 35405530
author list: Link NB, Huang S, Cai T, Sun J, Dahal K, Costa L, Cho K, Liao K, Cai T, Hong C
published in: International journal of medical informatics
information resource reference: Binary acronym disambiguation in clinical notes from electronic health records with an application in computational phenotyping. Int J Med Inform. 2022 06; 162:104753.
journal title abbreviation: Int J Med Inform
publication date: 2022-04-01T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Robust approach to combining multiple markers to improve surrogacy.
PubMed Identifier: 35426444
author list: Wang X, Parast L, Han L, Tian L, Cai T
published in: Biometrics
information resource reference: Robust approach to combining multiple markers to improve surrogacy. Biometrics. 2023 06; 79(2):788-798.
journal title abbreviation: Biometrics
publication date: 2022-05-17T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Impact of Coronavirus Disease 2019 (COVID-19) Severity on Long-term Events in United States Veterans Using the Veterans Affairs Severity Index for COVID-19 (VASIC).
PubMed Identifier: 35512327
author list: Galloway A, Park Y, Tanukonda V, Ho YL, Nguyen XT, Maripuri M, Dey AT, Gerlovin H, Posner D, Lynch KE, Cai T, Luoh SW, Whitbourne S, Gagnon DR, Muralidhar S, Tsao PS, Casas JP, Gaziano JM, Wilson PWF, Hung AM, Cho K
published in: The Journal of infectious diseases
information resource reference: Impact of Coronavirus Disease 2019 (COVID-19) Severity on Long-term Events in United States Veterans Using the Veterans Affairs Severity Index for COVID-19 (VASIC). J Infect Dis. 2022 12 13; 226(12):2113-2117.
journal title abbreviation: J Infect Dis
publication date: 2022-12-13T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

https://connects.catalyst.harvard.edu/Profiles/profile/198472866
PubMed Identifier: 35598225
author list: Zhu W, Tang X, Heyman RA, Cai T, Suh K, Seeger JD, Xia Z
published in: Neurology and therapy
information resource reference: Patterns of Utilization and Expenditure Across Multiple Sclerosis Disease-Modifying Therapies: A Retrospective Cohort Study Using Claims Data from a Commercially Insured Population in the United States, 2010-2019. Neurol Ther. 2022 Sep; 11(3):1147-1165.
journal title abbreviation: Neurol Ther
publication date: 2022-05-22T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource
label: Patterns of Utilization and Expenditure Across Multiple Sclerosis Disease-Modifying Therapies: A Retrospective Cohort Study Using Claims Data from a Commercially Insured Population in the United States, 2010-2019.

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
PubMed Identifier: 35768548
author list: Zhang HG, Dagliati A, Shakeri Hossein Abad Z, Xiong X, Bonzel CL, Xia Z, Tan BWQ, Avillach P, Brat GA, Hong C, Morris M, Visweswaran S, Patel LP, Gutiérrez-Sacristán A, Hanauer DA, Holmes JH, Samayamuthu MJ, Bourgeois FT, L'Yi S, Maidlow SE, Moal B, Murphy SN, Strasser ZH, Neuraz A, Ngiam KY, Loh NHW, Omenn GS, Prunotto A, Dalvin LA, Klann JG, Schubert P, Vidorreta FJS, Benoit V, Verdy G, Kavuluru R, Estiri H, Luo Y, Malovini A, Tibollo V, Bellazzi R, Cho K, Ho YL, Tan ALM, Tan BWL, Gehlenborg N, Lozano-Zahonero S, Jouhet V, Chiovato L, Aronow BJ, Toh EMS, Wong WGS, Pizzimenti S, Wagholikar KB, Bucalo M, Cai T, South AM, Kohane IS, Weber GM
published in: NPJ digital medicine
information resource reference: International electronic health record-derived post-acute sequelae profiles of COVID-19 patients. NPJ Digit Med. 2022 Jun 29; 5(1):81.
journal title abbreviation: NPJ Digit Med
publication date: 2022-06-29T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2.
PubMed Identifier: 35738646
author list: Hong C, Zhang HG, L'Yi S, Weber G, Avillach P, Tan BWQ, Gutiérrez-Sacristán A, Bonzel CL, Palmer NP, Malovini A, Tibollo V, Luo Y, Hutch MR, Liu M, Bourgeois F, Bellazzi R, Chiovato L, Sanz Vidorreta FJ, Le TT, Wang X, Yuan W, Neuraz A, Benoit V, Moal B, Morris M, Hanauer DA, Maidlow S, Wagholikar K, Murphy S, Estiri H, Makoudjou A, Tippmann P, Klann J, Follett RW, Gehlenborg N, Omenn GS, Xia Z, Dagliati A, Visweswaran S, Patel LP, Mowery DL, Schriver ER, Samayamuthu MJ, Kavuluru R, Lozano-Zahonero S, Zöller D, Tan ALM, Tan BWL, Ngiam KY, Holmes JH, Schubert P, Cho K, Ho YL, Beaulieu-Jones BK, Pedrera-Jiménez M, García-Barrio N, Serrano-Balazote P, Kohane I, South A, Brat GA, Cai T
published in: BMJ open
information resource reference: Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2. BMJ Open. 2022 06 23; 12(6):e057725.
journal title abbreviation: BMJ Open
publication date: 2022-06-23T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.
PubMed Identifier: 35697747
author list: Weber GM, Hong C, Xia Z, Palmer NP, Avillach P, L'Yi S, Keller MS, Murphy SN, Gutiérrez-Sacristán A, Bonzel CL, Serret-Larmande A, Neuraz A, Omenn GS, Visweswaran S, Klann JG, South AM, Loh NHW, Cannataro M, Beaulieu-Jones BK, Bellazzi R, Agapito G, Alessiani M, Aronow BJ, Bell DS, Benoit V, Bourgeois FT, Chiovato L, Cho K, Dagliati A, DuVall SL, Barrio NG, Hanauer DA, Ho YL, Holmes JH, Issitt RW, Liu M, Luo Y, Lynch KE, Maidlow SE, Malovini A, Mandl KD, Mao C, Matheny ME, Moore JH, Morris JS, Morris M, Mowery DL, Ngiam KY, Patel LP, Pedrera-Jimenez M, Ramoni RB, Schriver ER, Schubert P, Balazote PS, Spiridou A, Tan ALM, Tan BWL, Tibollo V, Torti C, Trecarichi EM, Wang X, Kohane IS, Cai T, Brat GA
published in: NPJ digital medicine
information resource reference: International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. NPJ Digit Med. 2022 Jun 13; 5(1):74.
journal title abbreviation: NPJ Digit Med
publication date: 2022-06-13T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Comorbidity Influences the Comparative Safety of Biologic Therapy in Older Adults With Inflammatory Bowel Diseases.
PubMed Identifier: 35854436
author list: Cheng D, Kochar B, Cai T, Ritchie CS, Ananthakrishnan AN
published in: The American journal of gastroenterology
information resource reference: Comorbidity Influences the Comparative Safety of Biologic Therapy in Older Adults With Inflammatory Bowel Diseases. Am J Gastroenterol. 2022 11 01; 117(11):1845-1850.
journal title abbreviation: Am J Gastroenterol
publication date: 2022-08-12T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 375141
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: A prediction model for type 2 diabetes risk among Chinese people.

Authorship 1459298
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Comorbidity Influences the Comparative Safety of Biologic Therapy in Older Adults With Inflammatory Bowel Diseases.

Authorship 1458992
type: Authorship
author rank in publication: 64
linked author: Cai, Tianxi
linked information resource: International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.

Authorship 1461928
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: https://connects.catalyst.harvard.edu/Profiles/profile/198472866

Authorship 1462969
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Semi-supervised approach to event time annotation using longitudinal electronic health records.

Authorship 1460651
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Six articles related to risk assessment and prediction based on work presented at the October 12–14, 2011 Conference on Risk Assessment and Evaluation of Predictions in Silver Spring, Maryland.

Authorship 1460098
type: Authorship
author rank in publication: 56
linked author: Cai, Tianxi
linked information resource: International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.

Authorship 1463055
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: New weighting methods when cases are only a subset of events in a nested case-control study.

Authorship 1466569
type: Authorship
author rank in publication: 15
linked author: Cai, Tianxi
linked information resource: Temporal Trends in Clinical Evidence of 5-Year Survival Within Electronic Health Records Among Patients With Early-Stage Colon Cancer Managed With Laparoscopy-Assisted Colectomy vs Open Colectomy.

Authorship 1465771
type: Authorship
author rank in publication: 14
linked author: Cai, Tianxi
linked information resource: Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review.

Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review.
PubMed Identifier: 35660521
author list: Cai T, He Z, Hong C, Zhang Y, Ho YL, Honerlaw J, Geva A, Ayakulangara Panickan V, King A, Gagnon DR, Gaziano M, Cho K, Liao K, Cai T
published in: Journal of biomedical informatics
information resource reference: Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review. J Biomed Inform. 2022 08; 132:104109.
journal title abbreviation: J Biomed Inform
publication date: 2022-06-01T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Semi-supervised approach to event time annotation using longitudinal electronic health records.
PubMed Identifier: 35753014
author list: Liang L, Hou J, Uno H, Cho K, Ma Y, Cai T
published in: Lifetime data analysis
information resource reference: Semi-supervised approach to event time annotation using longitudinal electronic health records. Lifetime Data Anal. 2022 07; 28(3):428-491.
journal title abbreviation: Lifetime Data Anal
publication date: 2022-06-26T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

New weighting methods when cases are only a subset of events in a nested case-control study.
PubMed Identifier: 35754309
author list: Zhou QM, Wang X, Zheng Y, Cai T
published in: Biometrical journal. Biometrische Zeitschrift
information resource reference: New weighting methods when cases are only a subset of events in a nested case-control study. Biom J. 2022 10; 64(7):1240-1259.
journal title abbreviation: Biom J
publication date: 2022-06-26T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Six articles related to risk assessment and prediction based on work presented at the October 12–14, 2011 Conference on Risk Assessment and Evaluation of Predictions in Silver Spring, Maryland.
PubMed Identifier: 23563996
author list: Gail MH, Pfeiffer RM, Cai T
published in: Lifetime data analysis
information resource reference: Six articles related to risk assessment and prediction based on work presented at the October 12–14, 2011 Conference on Risk Assessment and Evaluation of Predictions in Silver Spring, Maryland. Lifetime Data Anal. 2013 Apr; 19(2):139-41.
journal title abbreviation: Lifetime Data Anal
publication date: 2013-04-01T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Temporal Trends in Clinical Evidence of 5-Year Survival Within Electronic Health Records Among Patients With Early-Stage Colon Cancer Managed With Laparoscopy-Assisted Colectomy vs Open Colectomy.
PubMed Identifier: 35737384
author list: Hou J, Zhao R, Cai T, Beaulieu-Jones B, Seyok T, Dahal K, Yuan Q, Xiong X, Bonzel CL, Fox C, Christiani DC, Jemielita T, Liao KP, Liaw KL, Cai T
published in: JAMA network open
information resource reference: Temporal Trends in Clinical Evidence of 5-Year Survival Within Electronic Health Records Among Patients With Early-Stage Colon Cancer Managed With Laparoscopy-Assisted Colectomy vs Open Colectomy. JAMA Netw Open. 2022 06 01; 5(6):e2218371.
journal title abbreviation: JAMA Netw Open
publication date: 2022-06-01T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization.
PubMed Identifier: 35872266
author list: Zhou D, Gan Z, Shi X, Patwari A, Rush E, Bonzel CL, Panickan VA, Hong C, Ho YL, Cai T, Costa L, Li X, Castro VM, Murphy SN, Brat G, Weber G, Avillach P, Gaziano JM, Cho K, Liao KP, Lu J, Cai T
published in: Journal of biomedical informatics
information resource reference: Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization. J Biomed Inform. 2022 09; 133:104147.
journal title abbreviation: J Biomed Inform
publication date: 2022-07-21T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1494267
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: A semi-supervised adaptive Markov Gaussian embedding process (SAMGEP) for prediction of phenotype event times using the electronic health record.

Authorship 1498427
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Identifying surrogate markers in real-world comparative effectiveness research.

Authorship 1485109
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Weakly Semi-supervised phenotyping using Electronic Health records.

Authorship 1494585
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Efficient Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling.

Authorship 1483608
type: Authorship
author rank in publication: 58
linked author: Cai, Tianxi
linked information resource: SurvMaximin: Robust federated approach to transporting survival risk prediction models.

SurvMaximin: Robust federated approach to transporting survival risk prediction models.
PubMed Identifier: 36007785
author list: Wang X, Zhang HG, Xiong X, Hong C, Weber GM, Brat GA, Bonzel CL, Luo Y, Duan R, Palmer NP, Hutch MR, Gutiérrez-Sacristán A, Bellazzi R, Chiovato L, Cho K, Dagliati A, Estiri H, García-Barrio N, Griffier R, Hanauer DA, Ho YL, Holmes JH, Keller MS, Klann MEng JG, L'Yi S, Lozano-Zahonero S, Maidlow SE, Makoudjou A, Malovini A, Moal B, Moore JH, Morris M, Mowery DL, Murphy SN, Neuraz A, Yuan Ngiam K, Omenn GS, Patel LP, Pedrera-Jiménez M, Prunotto A, Jebathilagam Samayamuthu M, Sanz Vidorreta FJ, Schriver ER, Schubert P, Serrano-Balazote P, South AM, Tan ALM, Tan BWL, Tibollo V, Tippmann P, Visweswaran S, Xia Z, Yuan W, Zöller D, Kohane IS, Avillach P, Guo Z, Cai T
published in: Journal of biomedical informatics
information resource reference: SurvMaximin: Robust federated approach to transporting survival risk prediction models. J Biomed Inform. 2022 10; 134:104176.
journal title abbreviation: J Biomed Inform
publication date: 2022-08-23T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Identifying surrogate markers in real-world comparative effectiveness research.
PubMed Identifier: 36062392
author list: Han L, Wang X, Cai T
published in: Statistics in medicine
information resource reference: Identifying surrogate markers in real-world comparative effectiveness research. Stat Med. 2022 11 20; 41(26):5290-5304.
journal title abbreviation: Stat Med
publication date: 2022-09-05T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Efficient Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling.
PubMed Identifier: 36275859
author list: Gronsbell J, Liu M, Tian L, Cai T
published in: Journal of the Royal Statistical Society. Series B, Statistical methodology
information resource reference: Efficient Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling. J R Stat Soc Series B Stat Methodol. 2022 Sep; 84(4):1353-1391.
journal title abbreviation: J R Stat Soc Series B Stat Methodol
publication date: 2022-04-26T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

A semi-supervised adaptive Markov Gaussian embedding process (SAMGEP) for prediction of phenotype event times using the electronic health record.
PubMed Identifier: 36273240
author list: Ahuja Y, Wen J, Hong C, Xia Z, Huang S, Cai T
published in: Scientific reports
information resource reference: A semi-supervised adaptive Markov Gaussian embedding process (SAMGEP) for prediction of phenotype event times using the electronic health record. Sci Rep. 2022 10 22; 12(1):17737.
journal title abbreviation: Sci Rep
publication date: 2022-10-22T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Weakly Semi-supervised phenotyping using Electronic Health records.
PubMed Identifier: 36064111
author list: Nogues IE, Wen J, Lin Y, Liu M, Tedeschi SK, Geva A, Cai T, Hong C
published in: Journal of biomedical informatics
information resource reference: Weakly Semi-supervised phenotyping using Electronic Health records. J Biomed Inform. 2022 10; 134:104175.
journal title abbreviation: J Biomed Inform
publication date: 2022-09-05T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1511552
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic.

Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium.
PubMed Identifier: 36598895
author list: Moal B, Orieux A, Ferté T, Neuraz A, Brat GA, Avillach P, Bonzel CL, Cai T, Cho K, Cossin S, Griffier R, Hanauer DA, Haverkamp C, Ho YL, Hong C, Hutch MR, Klann JG, Le TT, Loh NHW, Luo Y, Makoudjou A, Morris M, Mowery DL, Olson KL, Patel LP, Samayamuthu MJ, Sanz Vidorreta FJ, Schriver ER, Schubert P, Verdy G, Visweswaran S, Wang X, Weber GM, Xia Z, Yuan W, Zhang HG, Zöller D, Kohane IS, Boyer A, Jouhet V
published in: PloS one
information resource reference: Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium. PLoS One. 2023; 18(1):e0266985.
journal title abbreviation: PLoS One
publication date: 2023-01-04T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic.
PubMed Identifier: 36512353
author list: Gutiérrez-Sacristán A, Serret-Larmande A, Hutch MR, Sáez C, Aronow BJ, Bhatnagar S, Bonzel CL, Cai T, Devkota B, Hanauer DA, Loh NHW, Luo Y, Moal B, Ahooyi TM, Njoroge WFM, Omenn GS, Sanchez-Pinto LN, South AM, Sperotto F, Tan ALM, Taylor DM, Verdy G, Visweswaran S, Xia Z, Zahner J, Avillach P, Bourgeois FT
published in: JAMA network open
information resource reference: Hospitalizations Associated With Mental Health Conditions Among Adolescents in the US and France During the COVID-19 Pandemic. JAMA Netw Open. 2022 12 01; 5(12):e2246548.
journal title abbreviation: JAMA Netw Open
publication date: 2022-12-01T00:00:00
year: 2022
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 214389
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Semi-parametric estimation of the binormal ROC curve for a continuous diagnostic test.

Harvard University,
end date: 1999
educational organization: Harvard University
type: EducationalTraining
degree earned: Sc.D.

Authorship 1527342
type: Authorship
author rank in publication: 19
linked author: Cai, Tianxi
linked information resource: Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?

Authorship 1524519
type: Authorship
author rank in publication: 17
linked author: Cai, Tianxi
linked information resource: Multimodal representation learning for predicting molecule-disease relations.

Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
PubMed Identifier: 36738870
author list: Tan ALM, Getzen EJ, Hutch MR, Strasser ZH, Gutiérrez-Sacristán A, Le TT, Dagliati A, Morris M, Hanauer DA, Moal B, Bonzel CL, Yuan W, Chiudinelli L, Das P, Zhang HG, Aronow BJ, Avillach P, Brat GA, Cai T, Hong C, La Cava WG, Hooi Will Loh H, Luo Y, Murphy SN, Yuan Hgiam K, Omenn GS, Patel LP, Jebathilagam Samayamuthu M, Shriver ER, Shakeri Hossein Abad Z, Tan BWL, Visweswaran S, Wang X, Weber GM, Xia Z, Verdy B, Long Q, Mowery DL, Holmes JH
published in: Journal of biomedical informatics
information resource reference: Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record? J Biomed Inform. 2023 03; 139:104306.
journal title abbreviation: J Biomed Inform
publication date: 2023-02-03T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Multimodal representation learning for predicting molecule-disease relations.
PubMed Identifier: 36805623
author list: Wen J, Zhang X, Rush E, Panickan VA, Li X, Cai T, Zhou D, Ho YL, Costa L, Begoli E, Hong C, Gaziano JM, Cho K, Lu J, Liao KP, Zitnik M, Cai T
published in: Bioinformatics (Oxford, England)
information resource reference: Multimodal representation learning for predicting molecule-disease relations. Bioinformatics. 2023 02 03; 39(2).
journal title abbreviation: Bioinformatics
publication date: 2023-02-03T00:00:00
year: 2023
type: Academic Article
type: Article
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Authorship 1527909
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Acute respiratory distress syndrome after SARS-CoV-2 infection on young adult population: International observational federated study based on electronic health records through the 4CE consortium.

Authorship 1528677
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Using a surrogate with heterogeneous utility to test for a treatment effect.

Using a surrogate with heterogeneous utility to test for a treatment effect.
PubMed Identifier: 36372072
author list: Parast L, Cai T, Tian L
published in: Statistics in medicine
information resource reference: Using a surrogate with heterogeneous utility to test for a treatment effect. Stat Med. 2023 01 15; 42(1):68-88.
journal title abbreviation: Stat Med
publication date: 2022-11-13T00:00:00
year: 2022
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type: Article
type: Document
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Authorship 1568685
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Integrative High Dimensional Multiple Testing with Heterogeneity under Data Sharing Constraints.

Authorship 1562151
type: Authorship
author rank in publication: 24
linked author: Cai, Tianxi
linked information resource: Potential pitfalls in the use of real-world data for studying long COVID.

Authorship 1563076
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Semi-supervised calibration of noisy event risk (SCANER) with electronic health records.

Authorship 1567624
type: Authorship
author rank in publication: 16
linked author: Cai, Tianxi
linked information resource: Identifying shared genetic architecture between rheumatoid arthritis and other conditions: a phenome-wide association study with genetic risk scores.

Authorship 1557480
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: An efficient landmark model for prediction of suicide attempts in multiple clinical settings.

Authorship 1552846
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: Utilizing biologic disease-modifying anti-rheumatic treatment sequences to subphenotype rheumatoid arthritis.

Utilizing biologic disease-modifying anti-rheumatic treatment sequences to subphenotype rheumatoid arthritis.
PubMed Identifier: 37269020
author list: Das P, Weisenfeld D, Dahal K, De D, Feathers V, Coblyn JS, Weinblatt ME, Shadick NA, Cai T, Liao KP
published in: Arthritis research & therapy
information resource reference: Utilizing biologic disease-modifying anti-rheumatic treatment sequences to subphenotype rheumatoid arthritis. Arthritis Res Ther. 2023 06 02; 25(1):93.
journal title abbreviation: Arthritis Res Ther
publication date: 2023-06-02T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Integrative High Dimensional Multiple Testing with Heterogeneity under Data Sharing Constraints.
PubMed Identifier: 37426040
author list: Liu M, Xia Y, Cho K, Cai T
published in: Journal of machine learning research : JMLR
information resource reference: Integrative High Dimensional Multiple Testing with Heterogeneity under Data Sharing Constraints. J Mach Learn Res. 2021 Apr; 22.
journal title abbreviation: J Mach Learn Res
publication date: 2021-04-01T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
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Semi-supervised calibration of noisy event risk (SCANER) with electronic health records.
PubMed Identifier: 37331495
author list: Hong C, Liang L, Yuan Q, Cho K, Liao KP, Pencina MJ, Christiani DC, Cai T
published in: Journal of biomedical informatics
information resource reference: Semi-supervised calibration of noisy event risk (SCANER) with electronic health records. J Biomed Inform. 2023 08; 144:104425.
journal title abbreviation: J Biomed Inform
publication date: 2023-06-16T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Potential pitfalls in the use of real-world data for studying long COVID.
PubMed Identifier: 37055567
author list: Zhang HG, Honerlaw JP, Maripuri M, Samayamuthu MJ, Beaulieu-Jones BR, Baig HS, L'Yi S, Ho YL, Morris M, Panickan VA, Wang X, Weber GM, Liao KP, Visweswaran S, Tan BWQ, Yuan W, Gehlenborg N, Muralidhar S, Ramoni RB, Kohane IS, Xia Z, Cho K, Cai T, Brat GA
published in: Nature medicine
information resource reference: Potential pitfalls in the use of real-world data for studying long COVID. Nat Med. 2023 05; 29(5):1040-1043.
journal title abbreviation: Nat Med
publication date: 2023-05-01T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

An efficient landmark model for prediction of suicide attempts in multiple clinical settings.
PubMed Identifier: 37003169
author list: Sheu YH, Sun J, Lee H, Castro VM, Barak-Corren Y, Song E, Madsen EM, Gordon WJ, Kohane IS, Churchill SE, Reis BY, Cai T, Smoller JW
published in: Psychiatry research
information resource reference: An efficient landmark model for prediction of suicide attempts in multiple clinical settings. Psychiatry Res. 2023 05; 323:115175.
journal title abbreviation: Psychiatry Res
publication date: 2023-03-21T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Identifying shared genetic architecture between rheumatoid arthritis and other conditions: a phenome-wide association study with genetic risk scores.
PubMed Identifier: 37121095
author list: Zhang HG, McDermott G, Seyok T, Huang S, Dahal K, L'Yi S, Lea-Bonzel C, Stratton J, Weisenfeld D, Monach P, Raychaudhuri S, Yu KH, Cai T, Cui J, Hong C, Cai T, Liao KP
published in: EBioMedicine
information resource reference: Identifying shared genetic architecture between rheumatoid arthritis and other conditions: a phenome-wide association study with genetic risk scores. EBioMedicine. 2023 Jun; 92:104581.
journal title abbreviation: EBioMedicine
publication date: 2023-04-28T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 29358
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Axial and reformatted four-chamber right ventricle-to-left ventricle diameter ratios on pulmonary CT angiography as predictors of death after acute pulmonary embolism.

Endovascular Aneurysm Repair Devices as a Use Case for Postmarketing Surveillance of Medical Devices.
PubMed Identifier: 37603326
author list: Wang X, Ayakulangara Panickan V, Cai T, Xiong X, Cho K, Cai T, Bourgeois FT
published in: JAMA internal medicine
information resource reference: Endovascular Aneurysm Repair Devices as a Use Case for Postmarketing Surveillance of Medical Devices. JAMA Intern Med. 2023 10 01; 183(10):1090-1097.
journal title abbreviation: JAMA Intern Med
publication date: 2023-10-01T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1582223
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Endovascular Aneurysm Repair Devices as a Use Case for Postmarketing Surveillance of Medical Devices.

Authorship 1582683
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium.

Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium.
PubMed Identifier: 37745025
author list: Sperotto F, Gutiérrez-Sacristán A, Makwana S, Li X, Rofeberg VN, Cai T, Bourgeois FT, Omenn GS, Hanauer DA, Sáez C, Bonzel CL, Bucholz E, Dionne A, Elias MD, García-Barrio N, González TG, Issitt RW, Kernan KF, Laird-Gion J, Maidlow SE, Mandl KD, Ahooyi TM, Moraleda C, Morris M, Moshal KL, Pedrera-Jiménez M, Shah MA, South AM, Spiridou A, Taylor DM, Verdy G, Visweswaran S, Wang X, Xia Z, Zachariasse JM, Newburger JW, Avillach P
published in: EClinicalMedicine
information resource reference: Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium. EClinicalMedicine. 2023 Oct; 64:102212.
journal title abbreviation: EClinicalMedicine
publication date: 2023-09-14T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 152931
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Portability of an algorithm to identify rheumatoid arthritis in electronic health records.

Associate Professor of Medicine
is primary position: true
position in department: Medicine
position in division: Rheumatology
sort order: 1
type: Position
HR job title: Associate Professor of Medicine
position in organization: Brigham and Women's Hospital

Professor of Neurology
is primary position: true
position in department: Neurology
position in division: https://connects.catalyst.harvard.edu/Profiles/profile/1229413
sort order: 1
type: Position
HR job title: Professor of Neurology
position in organization: Massachusetts General Hospital

Authorship 1607514
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Individual Data Protected Integrative Regression Analysis of High-Dimensional Heterogeneous Data.

Individual Data Protected Integrative Regression Analysis of High-Dimensional Heterogeneous Data.
PubMed Identifier: 37975021
author list: Cai T, Liu M, Xia Y
published in: Journal of the American Statistical Association
information resource reference: Individual Data Protected Integrative Regression Analysis of High-Dimensional Heterogeneous Data. J Am Stat Assoc. 2022; 117(540):2105-2119.
journal title abbreviation: J Am Stat Assoc
publication date: 2021-05-19T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1614984
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: EFFICIENT AND ROBUST ESTIMATION OF t-YEAR RISK PREDICTION MODELS LEVERAGING TIME VARYING INTERMEDIATE OUTCOMES.

EFFICIENT AND ROBUST ESTIMATION OF t-YEAR RISK PREDICTION MODELS LEVERAGING TIME VARYING INTERMEDIATE OUTCOMES.
PubMed Identifier: 38075983
author list: Zheng Y, Lu T, Cai T
published in: Statistica Sinica
information resource reference: EFFICIENT AND ROBUST ESTIMATION OF t-YEAR RISK PREDICTION MODELS LEVERAGING TIME VARYING INTERMEDIATE OUTCOMES. Stat Sin. 2021; 31:1531-1547.
journal title abbreviation: Stat Sin
publication date: 2021-01-01T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Generating Reproducible Real-World Evidence with Multi-Source Data to Capture Unstructured Clinical Endpoints for Chronic Diseases
end date: 2026-08-31
principal investigator name: BOURGEOIS, FLORENCE
start date: 2023-09-01
type: Grant
sponsor award id: U01FD007929

Co-Principal Investigator
type: Researcher Role
researcher role of: Cai, Tianxi
contributes to: Generating Reproducible Real-World Evidence with Multi-Source Data to Capture Unstructured Clinical Endpoints for Chronic Diseases

Authorship 1623390
type: Authorship
author rank in publication: 17
linked author: Cai, Tianxi
linked information resource: LATTE: Label-efficient incident phenotyping from longitudinal electronic health records.

LATTE: Label-efficient incident phenotyping from longitudinal electronic health records.
PubMed Identifier: 38264714
author list: Wen J, Hou J, Bonzel CL, Zhao Y, Castro VM, Gainer VS, Weisenfeld D, Cai T, Ho YL, Panickan VA, Costa L, Hong C, Gaziano JM, Liao KP, Lu J, Cho K, Cai T
published in: Patterns (New York, N.Y.)
information resource reference: LATTE: Label-efficient incident phenotyping from longitudinal electronic health records. Patterns (N Y). 2024 Jan 12; 5(1):100906.
journal title abbreviation: Patterns (N Y)
publication date: 2023-12-27T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1637117
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Semisupervised transfer learning for evaluation of model classification performance.

Semisupervised transfer learning for evaluation of model classification performance.
PubMed Identifier: 38465982
author list: Wang L, Wang X, Liao KP, Cai T
published in: Biometrics
information resource reference: Semisupervised transfer learning for evaluation of model classification performance. Biometrics. 2024 Jan 29; 80(1).
journal title abbreviation: Biometrics
publication date: 2024-01-29T00:00:00
year: 2024
type: Academic Article
type: Article
type: Document
type: Information Resource

Bridging clinical trial and real-world data via machine learning to advance rheumatoid arthritis treatment strategies
end date: 2026-06-30
principal investigator name: LIAO, KATHERINE PHOENIX
start date: 2022-07-01
type: Grant
sponsor award id: R01AR080193

Co-Principal Investigator
type: Researcher Role
researcher role of: Cai, Tianxi
contributes to: Bridging clinical trial and real-world data via machine learning to advance rheumatoid arthritis treatment strategies

Authorship 1662263
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Family history as the strongest predictor of aortic and peripheral aneurysms in patients with intracranial aneurysms.

Family history as the strongest predictor of aortic and peripheral aneurysms in patients with intracranial aneurysms.
PubMed Identifier: 38870642
author list: Lai PMR, Akama-Garren E, Can A, Tirado SR, Castro VM, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy SN, Cai T, Weiss ST, Du R
published in: Journal of clinical neuroscience : official journal of the Neurosurgical Society of Australasia
information resource reference: Family history as the strongest predictor of aortic and peripheral aneurysms in patients with intracranial aneurysms. J Clin Neurosci. 2024 Aug; 126:128-134.
journal title abbreviation: J Clin Neurosci
publication date: 2024-06-12T00:00:00
year: 2024
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 409489
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Meta-analysis for rare events.

Authorship 1666697
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records.

Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records.
PubMed Identifier: 39004109
author list: Nogues IE, Wen J, Zhao Y, Bonzel CL, Castro VM, Lin Y, Xu S, Hou J, Cai T
published in: Journal of biomedical informatics
information resource reference: Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records. J Biomed Inform. 2024 09; 157:104685.
journal title abbreviation: J Biomed Inform
publication date: 2024-07-14T00:00:00
year: 2024
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 236832
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Evaluating prognostic accuracy of biomarkers under competing risk.

Associate Professor of Medicine
is primary position: true
position in department: Medicine
position in division: Gastroenterology
sort order: 1
type: Position
HR job title: Associate Professor of Medicine
position in organization: Massachusetts General Hospital

Authorship 448271
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Kernel machine approach to testing the significance of multiple genetic markers for risk prediction.

Assessing Population Level Genetic Instability via Moving Average.
PubMed Identifier: 22866169
author list: McDaniel S, Minnier J, Betensky RA, Mohapatra G, Shen Y, Gusella JF, Louis DN, Cai T
published in: Statistics in biosciences
information resource reference: Assessing Population Level Genetic Instability via Moving Average. Stat Biosci. 2010 Dec; 2(2):120-136.
journal title abbreviation: Stat Biosci
publication date: 2010-11-24T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 655933
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Landmark risk prediction of residual life for breast cancer survival.

Authorship 666082
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Improving case definition of Crohn's disease and ulcerative colitis in electronic medical records using natural language processing: a novel informatics approach.

Authorship 640225
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Subgroup specific incremental value of new markers for risk prediction.

Authorship 659293
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Evaluating incremental values from new predictors with net reclassification improvement in survival analysis.

Authorship 643629
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: A unified inference procedure for a class of measures to assess improvement in risk prediction systems with survival data.

Subgroup specific incremental value of new markers for risk prediction.
PubMed Identifier: 23263882
author list: Zhou QM, Zheng Y, Cai T
published in: Lifetime data analysis
information resource reference: Subgroup specific incremental value of new markers for risk prediction. Lifetime Data Anal. 2013 Apr; 19(2):142-69.
journal title abbreviation: Lifetime Data Anal
publication date: 2012-12-23T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Landmark risk prediction of residual life for breast cancer survival.
PubMed Identifier: 23494768
author list: Parast L, Cai T
published in: Statistics in medicine
information resource reference: Landmark risk prediction of residual life for breast cancer survival. Stat Med. 2013 Sep 10; 32(20):3459-71.
journal title abbreviation: Stat Med
publication date: 2013-03-14T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Improving case definition of Crohn's disease and ulcerative colitis in electronic medical records using natural language processing: a novel informatics approach.
PubMed Identifier: 23567779
author list: Ananthakrishnan AN, Cai T, Savova G, Cheng SC, Chen P, Perez RG, Gainer VS, Murphy SN, Szolovits P, Xia Z, Shaw S, Churchill S, Karlson EW, Kohane I, Plenge RM, Liao KP
published in: Inflammatory bowel diseases
information resource reference: Improving case definition of Crohn's disease and ulcerative colitis in electronic medical records using natural language processing: a novel informatics approach. Inflamm Bowel Dis. 2013 Jun; 19(7):1411-20.
journal title abbreviation: Inflamm Bowel Dis
publication date: 2013-06-01T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Evaluating incremental values from new predictors with net reclassification improvement in survival analysis.
PubMed Identifier: 23254468
author list: Zheng Y, Parast L, Cai T, Brown M
published in: Lifetime data analysis
information resource reference: Evaluating incremental values from new predictors with net reclassification improvement in survival analysis. Lifetime Data Anal. 2013 Jul; 19(3):350-70.
journal title abbreviation: Lifetime Data Anal
publication date: 2012-12-20T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

A unified inference procedure for a class of measures to assess improvement in risk prediction systems with survival data.
PubMed Identifier: 23037800
author list: Uno H, Tian L, Cai T, Kohane IS, Wei LJ
published in: Statistics in medicine
information resource reference: A unified inference procedure for a class of measures to assess improvement in risk prediction systems with survival data. Stat Med. 2013 Jun 30; 32(14):2430-42.
journal title abbreviation: Stat Med
publication date: 2012-10-05T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1708279
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Artificial intelligence as an assistant for studying treatment response in rheumatoid arthritis.

Artificial intelligence as an assistant for studying treatment response in rheumatoid arthritis.
PubMed Identifier: 39562277
author list: Liao KP, Cai T
published in: Seminars in arthritis and rheumatism
information resource reference: Artificial intelligence as an assistant for studying treatment response in rheumatoid arthritis. Semin Arthritis Rheum. 2025 Feb; 70S:152591.
journal title abbreviation: Semin Arthritis Rheum
publication date: 2024-11-09T00:00:00
year: 2024
type: Academic Article
type: Article
type: Document
type: Information Resource

Risk of Incident Heart Failure and Heart Failure Subtypes in Patients With Rheumatoid Arthritis.
PubMed Identifier: 39651569
author list: Kawano Y, Weber BN, Weisenfeld D, Jeffway MI, Cai T, McDermott GC, Liu Q, Sparks JA, Stuart J, Joseph J, Cai T, Liao KP
published in: Arthritis care & research
information resource reference: Risk of Incident Heart Failure and Heart Failure Subtypes in Patients With Rheumatoid Arthritis. Arthritis Care Res (Hoboken). 2025 May; 77(5):631-639.
journal title abbreviation: Arthritis Care Res (Hoboken)
publication date: 2025-01-16T00:00:00
year: 2025
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 184303
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: The performance of risk prediction models.

DOME: Directional medical embedding vectors from Electronic Health Records.
PubMed Identifier: 39755324
author list: Wen J, Xue H, Rush E, Panickan VA, Cai T, Zhou D, Ho YL, Costa L, Begoli E, Hong C, Gaziano JM, Cho K, Liao KP, Lu J, Cai T
published in: Journal of biomedical informatics
information resource reference: DOME: Directional medical embedding vectors from Electronic Health Records. J Biomed Inform. 2025 Feb; 162:104768.
journal title abbreviation: J Biomed Inform
publication date: 2025-01-02T00:00:00
year: 2025
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1717526
type: Authorship
author rank in publication: 15
linked author: Cai, Tianxi
linked information resource: DOME: Directional medical embedding vectors from Electronic Health Records.

Authorship 1715239
type: Authorship
author rank in publication: 11
linked author: Cai, Tianxi
linked information resource: Risk of Incident Heart Failure and Heart Failure Subtypes in Patients With Rheumatoid Arthritis.

Authorship 1724408
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Robust Automated Harmonization of Heterogeneous Data Through Ensemble Machine Learning: Algorithm Development and Validation Study.

Robust Automated Harmonization of Heterogeneous Data Through Ensemble Machine Learning: Algorithm Development and Validation Study.
PubMed Identifier: 39844378
author list: Yang D, Zhou D, Cai S, Gan Z, Pencina M, Avillach P, Cai T, Hong C
published in: JMIR medical informatics
information resource reference: Robust Automated Harmonization of Heterogeneous Data Through Ensemble Machine Learning: Algorithm Development and Validation Study. JMIR Med Inform. 2025 Jan 22; 13:e54133.
journal title abbreviation: JMIR Med Inform
publication date: 2025-01-22T00:00:00
year: 2025
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 674124
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Normalization of plasma 25-hydroxy vitamin D is associated with reduced risk of surgery in Crohn's disease.

Authorship 678394
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Reply to Sabanés Bové and Held's "comment on Cai and Betensky (2003), on the poisson approximation for hazard regression".

Normalization of plasma 25-hydroxy vitamin D is associated with reduced risk of surgery in Crohn's disease.
PubMed Identifier: 23751398
author list: Ananthakrishnan AN, Cagan A, Gainer VS, Cai T, Cheng SC, Savova G, Chen P, Szolovits P, Xia Z, De Jager PL, Shaw SY, Churchill S, Karlson EW, Kohane I, Plenge RM, Murphy SN, Liao KP
published in: Inflammatory bowel diseases
information resource reference: Normalization of plasma 25-hydroxy vitamin D is associated with reduced risk of surgery in Crohn's disease. Inflamm Bowel Dis. 2013 Aug; 19(9):1921-7.
journal title abbreviation: Inflamm Bowel Dis
publication date: 2013-08-01T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Reply to Sabanés Bové and Held's "comment on Cai and Betensky (2003), on the poisson approximation for hazard regression".
PubMed Identifier: 24073867
author list: Cai T, Betensky R
published in: Biometrics
information resource reference: Reply to Sabanés Bové and Held's "comment on Cai and Betensky (2003), on the poisson approximation for hazard regression". Biometrics. 2013 Sep; 69(3):796.
journal title abbreviation: Biometrics
publication date: 2013-09-01T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 680821
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Assessment of biomarkers for risk prediction with nested case-control studies.

Assessment of biomarkers for risk prediction with nested case-control studies.
PubMed Identifier: 24013405
author list: Zhou QM, Zheng Y, Cai T
published in: Clinical trials (London, England)
information resource reference: Assessment of biomarkers for risk prediction with nested case-control studies. Clin Trials. 2013 Oct; 10(5):677-9.
journal title abbreviation: Clin Trials
publication date: 2013-09-06T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 685051
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Adopting nested case-control quota sampling designs for the evaluation of risk markers.

Adopting nested case-control quota sampling designs for the evaluation of risk markers.
PubMed Identifier: 23807695
author list: Zheng Y, Cai T, Pepe MS
published in: Lifetime data analysis
information resource reference: Adopting nested case-control quota sampling designs for the evaluation of risk markers. Lifetime Data Anal. 2013 Oct; 19(4):568-88.
journal title abbreviation: Lifetime Data Anal
publication date: 2013-06-27T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Neurosurgery
type: Department
type: Organization

Controllable Sequence Editing for Biological and Clinical Trajectories.
PubMed Identifier: 39975421
author list: Li MM, Li K, Ektefaie Y, Jin Y, Huang Y, Messica S, Cai T, Zitnik M
published in: ArXiv
information resource reference: Controllable Sequence Editing for Biological and Clinical Trajectories. ArXiv. 2025 Jun 03.
journal title abbreviation: ArXiv
publication date: 2025-06-03T00:00:00
year: 2025
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 693500
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: A predictive phosphorylation signature of lung cancer.

Authorship 694126
type: Authorship
author rank in publication: 18
linked author: Cai, Tianxi
linked information resource: Modeling disease severity in multiple sclerosis using electronic health records.

A predictive phosphorylation signature of lung cancer.
PubMed Identifier: 19946374
author list: Wu CJ, Cai T, Rikova K, Merberg D, Kasif S, Steffen M
published in: PloS one
information resource reference: A predictive phosphorylation signature of lung cancer. PLoS One. 2009 Nov 25; 4(11):e7994.
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Modeling disease severity in multiple sclerosis using electronic health records.
PubMed Identifier: 24244385
author list: Xia Z, Secor E, Chibnik LB, Bove RM, Cheng S, Chitnis T, Cagan A, Gainer VS, Chen PJ, Liao KP, Shaw SY, Ananthakrishnan AN, Szolovits P, Weiner HL, Karlson EW, Murphy SN, Savova GK, Cai T, Churchill SE, Plenge RM, Kohane IS, De Jager PL
published in: PloS one
information resource reference: Modeling disease severity in multiple sclerosis using electronic health records. PLoS One. 2013; 8(11):e78927.
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publication date: 2013-11-11T00:00:00
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Authorship 695030
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Lipid and lipoprotein levels and trend in rheumatoid arthritis compared to the general population.

Lipid and lipoprotein levels and trend in rheumatoid arthritis compared to the general population.
PubMed Identifier: 23925980
author list: Liao KP, Cai T, Gainer VS, Cagan A, Murphy SN, Liu C, Churchill S, Shaw SY, Kohane I, Solomon DH, Plenge RM, Karlson EW
published in: Arthritis care & research
information resource reference: Lipid and lipoprotein levels and trend in rheumatoid arthritis compared to the general population. Arthritis Care Res (Hoboken). 2013 Dec; 65(12):2046-50.
journal title abbreviation: Arthritis Care Res (Hoboken)
publication date: 2013-12-01T00:00:00
year: 2013
type: Academic Article
type: Article
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Authorship 1743216
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features.

Authorship 1748517
type: Authorship
author rank in publication: 15
linked author: Cai, Tianxi
linked information resource: Advancing the Use of Longitudinal Electronic Health Records: Tutorial for Uncovering Real-World Evidence in Chronic Disease Outcomes.

Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features.
PubMed Identifier: 40302926
author list: Zhou D, Liu M, Li M, Cai T
published in: Journal of the American Statistical Association
information resource reference: Doubly Robust Augmented Model Accuracy Transfer Inference with High Dimensional Features. J Am Stat Assoc. 2025; 120(549):524-534.
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publication date: 2024-06-24T00:00:00
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Advancing the Use of Longitudinal Electronic Health Records: Tutorial for Uncovering Real-World Evidence in Chronic Disease Outcomes.
PubMed Identifier: 40357530
author list: Huang F, Hou J, Zhou N, Greco K, Lin C, Sweet SM, Wen J, Shen L, Gonzalez N, Zhang S, Liao KP, Cai T, Xia Z, Bourgeois FT, Cai T
published in: Journal of medical Internet research
information resource reference: Advancing the Use of Longitudinal Electronic Health Records: Tutorial for Uncovering Real-World Evidence in Chronic Disease Outcomes. J Med Internet Res. 2025 May 12; 27:e71873.
journal title abbreviation: J Med Internet Res
publication date: 2025-05-12T00:00:00
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Authorship 698717
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Omnibus risk assessment via accelerated failure time kernel machine modeling.

Omnibus risk assessment via accelerated failure time kernel machine modeling.
PubMed Identifier: 24328713
author list: Sinnott JA, Cai T
published in: Biometrics
information resource reference: Omnibus risk assessment via accelerated failure time kernel machine modeling. Biometrics. 2013 Dec; 69(4):861-73.
journal title abbreviation: Biometrics
publication date: 2013-11-06T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 703947
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Gender differences in the effect of occupational endotoxin exposure on impaired lung function and death: the Shanghai Textile Worker Study.

Gender differences in the effect of occupational endotoxin exposure on impaired lung function and death: the Shanghai Textile Worker Study.
PubMed Identifier: 24297825
author list: Lai PS, Hang JQ, Zhang FY, Lin X, Zheng BY, Dai HL, Su L, Cai T, Christiani DC
published in: Occupational and environmental medicine
information resource reference: Gender differences in the effect of occupational endotoxin exposure on impaired lung function and death: the Shanghai Textile Worker Study. Occup Environ Med. 2014 Feb; 71(2):118-125.
journal title abbreviation: Occup Environ Med
publication date: 2013-12-02T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 409390
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: The highest confidence density region and its usage for joint inferences about constrained parameters.

Authorship 301863
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Contrast opacification using a reduced volume of iodinated contrast material and low peak kilovoltage in pulmonary CT angiography: Objective and subjective evaluation.

Multimodal prediction of future depressive symptoms in adolescents.
PubMed Identifier: 41340097
author list: Wang L, Zhou N, Jaffe NM, Pidvirny K, Tierney AO, Fisher HB, Morfini F, Forbes EE, Pizzagalli DA, Cai T, Webb CA
published in: BMC psychiatry
information resource reference: Multimodal prediction of future depressive symptoms in adolescents. BMC Psychiatry. 2025 Dec 03; 26(1):21.
journal title abbreviation: BMC Psychiatry
publication date: 2025-12-03T00:00:00
year: 2025
type: Academic Article
type: Article
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type: Information Resource

Marion V. Nelson Professor of Biomedical Informatics
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position in division: https://connects.catalyst.harvard.edu/Profiles/profile/1229413
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HR job title: Marion V. Nelson Professor of Biomedical Informatics
position in organization: Harvard Medical School

Authorship 726683
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Association between reduced plasma 25-hydroxy vitamin D and increased risk of cancer in patients with inflammatory bowel diseases.

Authorship 727946
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Association between low density lipoprotein and rheumatoid arthritis genetic factors with low density lipoprotein levels in rheumatoid arthritis and non-rheumatoid arthritis controls.

Association between reduced plasma 25-hydroxy vitamin D and increased risk of cancer in patients with inflammatory bowel diseases.
PubMed Identifier: 24161349
author list: Ananthakrishnan AN, Cheng SC, Cai T, Cagan A, Gainer VS, Szolovits P, Shaw SY, Churchill S, Karlson EW, Murphy SN, Kohane I, Liao KP
published in: Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
information resource reference: Association between reduced plasma 25-hydroxy vitamin D and increased risk of cancer in patients with inflammatory bowel diseases. Clin Gastroenterol Hepatol. 2014 May; 12(5):821-7.
journal title abbreviation: Clin Gastroenterol Hepatol
publication date: 2013-10-23T00:00:00
year: 2013
type: Academic Article
type: Article
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Authorship 730482
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: Pathprinting: An integrative approach to understand the functional basis of disease.

Authorship 730531
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Population-level evidence for an autoimmune etiology of epilepsy.

Population-level evidence for an autoimmune etiology of epilepsy.
PubMed Identifier: 24687183
author list: Ong MS, Kohane IS, Cai T, Gorman MP, Mandl KD
published in: JAMA neurology
information resource reference: Population-level evidence for an autoimmune etiology of epilepsy. JAMA Neurol. 2014 May; 71(5):569-74.
journal title abbreviation: JAMA Neurol
publication date: 2014-05-01T00:00:00
year: 2014
type: Academic Article
type: Article
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Pathprinting: An integrative approach to understand the functional basis of disease.
PubMed Identifier: 23890051
author list: Altschuler GM, Hofmann O, Kalatskaya I, Payne R, Ho Sui SJ, Saxena U, Krivtsov AV, Armstrong SA, Cai T, Stein L, Hide WA
published in: Genome medicine
information resource reference: Pathprinting: An integrative approach to understand the functional basis of disease. Genome Med. 2013; 5(7):68.
journal title abbreviation: Genome Med
publication date: 2013-07-26T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
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Authorship 193278
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Combining predictors for classification using the area under the receiver operating characteristic curve.

Authorship 266167
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Narrowing the phase window width in prospectively ECG-gated single heart beat 320-detector row coronary CT angiography.

Authorship 1771633
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Multimodal prediction of future depressive symptoms in adolescents.

Authorship 1775853
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Multimodal Prediction of Future Depressive Symptoms in Adolescents.

Authorship 1776233
type: Authorship
author rank in publication: 62
linked author: Cai, Tianxi
linked information resource: Changes in laboratory value improvement and mortality rates over the course of the pandemic: an international retrospective cohort study of hospitalised patients infected with SARS-CoV-2.

Authorship 1782217
type: Authorship
author rank in publication: 22
linked author: Cai, Tianxi
linked information resource: Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization.

Authorship 1776890
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Controllable Sequence Editing for Biological and Clinical Trajectories.

Multimodal Prediction of Future Depressive Symptoms in Adolescents.
PubMed Identifier: 41282199
author list: Wang L, Zhou N, Jaffe NM, Pidvirny K, Tierney AO, Fisher HB, Morfini F, Forbes EE, Pizzagalli DA, Cai T, Webb CA
published in: Research square
information resource reference: Multimodal Prediction of Future Depressive Symptoms in Adolescents. Res Sq. 2025 Oct 31.
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publication date: 2025-10-31T00:00:00
year: 2025
type: Academic Article
type: Article
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Authorship 1788954
type: Authorship
author rank in publication: 19
linked author: Cai, Tianxi
linked information resource: Discovery of a new class of integrin antibodies for fibrosis.

Authorship 1793518
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Integrated analysis for electronic health records with structured and sporadic missingness.

Authorship 1795007
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Semi-Supervised Off-Policy Reinforcement Learning and Value Estimation for Dynamic Treatment Regimes.

Authorship 1796549
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Increased hypercholesterolemia and atherosclerosis in mice lacking both ApoE and leptin receptor.

Authorship 1797218
type: Authorship
author rank in publication: 15
linked author: Cai, Tianxi
linked information resource: Titrating haemophilia B phenotypes using siRNA strategy: evidence that antithrombotic activity is separated from bleeding liability.

Authorship 1805151
type: Authorship
author rank in publication: 14
linked author: Cai, Tianxi
linked information resource: Molecular Profiling Reveals a Common Metabolic Signature of Tissue Fibrosis.

Authorship 1809000
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Semi-supervised Triply Robust Inductive Transfer Learning.

Authorship 1813507
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: The "Clinical Topics" from the Electronic Health Record of Patients with Rheumatoid Arthritis Before Initiating Targeted Therapies and Association with Future Treatment Course.

Authorship 1814900
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Federated Offline Reinforcement Learning.

Authorship 1815271
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: PGF2a signaling drives fibrotic remodeling and fibroblast population dynamics in mice.

Authorship 1816571
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Early detection of non-small cell lung cancer: an electronic health record data-driven approach.

Authorship 1829406
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Testing the internal validity of the maintenance/discontinuation study design for antidepressant medications in depression using simulations.

Authorship 1835817
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Scaling medical AI across clinical contexts.

Authorship 1843330
type: Authorship
author rank in publication: 6
linked author: Cai, Tianxi
linked information resource: Disruption of Prostaglandin F2a Receptor Signaling Attenuates Fibrotic Remodeling and Alters Fibroblast Population Dynamics in A Preclinical Murine Model of Idiopathic Pulmonary Fibrosis.

Authorship 1845758
type: Authorship
author rank in publication: 25
linked author: Cai, Tianxi
linked information resource: Label efficient phenotyping for Long COVID using electronic health records.

Authorship 1852397
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: A weakly supervised transformer for rare disease diagnosis and subphenotyping from EHRs with pulmonary case studies.

Molecular Profiling Reveals a Common Metabolic Signature of Tissue Fibrosis.
PubMed Identifier: 33205063
author list: Zhang J, Muise ES, Han S, Kutchukian PS, Costet P, Zhu Y, Kan Y, Zhou H, Shah V, Huang Y, Saigal A, Akiyama TE, Shen XL, Cai TQ, Shah K, Carballo-Jane E, Zycband E, Yi L, Tian Y, Chen Y, Imbriglio J, Smith E, Devito K, Conway J, Ma LJ, Hoek M, Sebhat IK, Peier AM, Talukdar S, McLaren DG, Previs SF, Jensen KK, Pinto S
published in: Cell reports. Medicine
information resource reference: Molecular Profiling Reveals a Common Metabolic Signature of Tissue Fibrosis. Cell Rep Med. 2020 07 21; 1(4):100056.
journal title abbreviation: Cell Rep Med
publication date: 2020-07-21T00:00:00
year: 2020
type: Academic Article
type: Article
type: Document
type: Information Resource

Semi-supervised Triply Robust Inductive Transfer Learning.
PubMed Identifier: 40519952
author list: Cai T, Li M, Liu M
published in: Journal of the American Statistical Association
information resource reference: Semi-supervised Triply Robust Inductive Transfer Learning. J Am Stat Assoc. 2025; 120:1037-1047.
journal title abbreviation: J Am Stat Assoc
publication date: 2024-10-10T00:00:00
year: 2024
type: Academic Article
type: Article
type: Document
type: Information Resource

Titrating haemophilia B phenotypes using siRNA strategy: evidence that antithrombotic activity is separated from bleeding liability.
PubMed Identifier: 25790442
author list: Metzger JM, Tadin-Strapps M, Thankappan A, Strapps WR, DiPietro M, Leander K, Zhang Z, Shin MK, Levorse J, Desai K, Xu Y, Lai K, Wu W, Chen Z, Cai TQ, Jochnowitz N, Bentley R, Hoos L, Zhou Y, Sepp-Lorenzino L, Seiffert D, Andre P
published in: Thrombosis and haemostasis
information resource reference: Titrating haemophilia B phenotypes using siRNA strategy: evidence that antithrombotic activity is separated from bleeding liability. Thromb Haemost. 2015 Jun; 113(6):1300-11.
journal title abbreviation: Thromb Haemost
publication date: 2015-03-19T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Increased hypercholesterolemia and atherosclerosis in mice lacking both ApoE and leptin receptor.
PubMed Identifier: 16039278
author list: Wu KK, Wu TJ, Chin J, Mitnaul LJ, Hernandez M, Cai TQ, Ren N, Waters MG, Wright SD, Cheng K
published in: Atherosclerosis
information resource reference: Increased hypercholesterolemia and atherosclerosis in mice lacking both ApoE and leptin receptor. Atherosclerosis. 2005 Aug; 181(2):251-9.
journal title abbreviation: Atherosclerosis
publication date: 2005-02-24T00:00:00
year: 2005
type: Academic Article
type: Article
type: Document
type: Information Resource

Discovery of a new class of integrin antibodies for fibrosis.
PubMed Identifier: 33483531
author list: Zhang J, Wang T, Saigal A, Johnson J, Morrisson J, Tabrizifard S, Hollingsworth SA, Eddins MJ, Mao W, O'Neill K, Garcia-Calvo M, Carballo-Jane E, Liu D, Ham T, Zhou Q, Dong W, Meng HW, Hicks J, Cai TQ, Akiyama T, Pinto S, Cheng AC, Greshock T, Marquis JC, Ren Z, Talukdar S, Shaheen HH, Handa M
published in: Scientific reports
information resource reference: Discovery of a new class of integrin antibodies for fibrosis. Sci Rep. 2021 01 22; 11(1):2118.
journal title abbreviation: Sci Rep
publication date: 2021-01-22T00:00:00
year: 2021
type: Academic Article
type: Article
type: Document
type: Information Resource

Disruption of Prostaglandin F2a Receptor Signaling Attenuates Fibrotic Remodeling and Alters Fibroblast Population Dynamics in A Preclinical Murine Model of Idiopathic Pulmonary Fibrosis.
PubMed Identifier: 37333249
author list: Rodriguez LR, Tang SY, Barboza WR, Murthy A, Tomer Y, Cai TQ, Iyer S, Chavez K, Das US, Ghosh S, Dimopoulos T, Babu A, Connelly C, FitzGerald GA, Beers MF
published in: bioRxiv : the preprint server for biology
information resource reference: Disruption of Prostaglandin F2a Receptor Signaling Attenuates Fibrotic Remodeling and Alters Fibroblast Population Dynamics in A Preclinical Murine Model of Idiopathic Pulmonary Fibrosis. bioRxiv. 2023 Jun 07.
journal title abbreviation: bioRxiv
publication date: 2023-06-07T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

PGF2a signaling drives fibrotic remodeling and fibroblast population dynamics in mice.
PubMed Identifier: 37934604
author list: Rodriguez LR, Tang SY, Roque Barboza W, Murthy A, Tomer Y, Cai TQ, Iyer S, Chavez K, Das US, Ghosh S, Cooper CH, Dimopoulos TT, Babu A, Connelly C, FitzGerald GA, Beers MF
published in: JCI insight
information resource reference: PGF2a signaling drives fibrotic remodeling and fibroblast population dynamics in mice. JCI Insight. 2023 12 22; 8(24).
journal title abbreviation: JCI Insight
publication date: 2023-12-22T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Integrated analysis for electronic health records with structured and sporadic missingness.
PubMed Identifier: 41109546
author list: Tan J, Zhang Y, Hong C, Cai TT, Cai T, Zhang AR
published in: Journal of biomedical informatics
information resource reference: Integrated analysis for electronic health records with structured and sporadic missingness. J Biomed Inform. 2025 Nov; 171:104933.
journal title abbreviation: J Biomed Inform
publication date: 2025-10-16T00:00:00
year: 2025
type: Academic Article
type: Article
type: Document
type: Information Resource

Scaling medical AI across clinical contexts.
PubMed Identifier: 41634392
author list: Li MM, Reis BY, Rodman A, Cai T, Dagan N, Balicer RD, Loscalzo J, Kohane IS, Zitnik M
published in: Nature medicine
information resource reference: Scaling medical AI across clinical contexts. Nat Med. 2026 Feb; 32(2):439-448.
journal title abbreviation: Nat Med
publication date: 2026-02-03T00:00:00
year: 2026
type: Academic Article
type: Article
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Label efficient phenotyping for Long COVID using electronic health records.
PubMed Identifier: 40615692
author list: Hong C, Wen J, Zhang HG, Ayakulangara Panickan V, Yang DY, Chen AW, Xiong X, Wang X, Morris M, Morini S, Sangar R, Dey A, Samayamuthu MJ, Liao K, Bonzel CL, Tanukonda V, Maripuri M, Honerlaw J, Ho YL, Visweswaran S, Kohane IS, Cho K, Brat G, Xia Z, Cai T
published in: NPJ digital medicine
information resource reference: Label efficient phenotyping for Long COVID using electronic health records. NPJ Digit Med. 2025 Jul 04; 8(1):405.
journal title abbreviation: NPJ Digit Med
publication date: 2025-07-04T00:00:00
year: 2025
type: Academic Article
type: Article
type: Document
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Semi-Supervised Off-Policy Reinforcement Learning and Value Estimation for Dynamic Treatment Regimes.
PubMed Identifier: 41607589
author list: Sonabend-W A, Laha N, Ananthakrishnan AN, Cai T, Mukherjee R
published in: Journal of machine learning research : JMLR
information resource reference: Semi-Supervised Off-Policy Reinforcement Learning and Value Estimation for Dynamic Treatment Regimes. J Mach Learn Res. 2023; 24.
journal title abbreviation: J Mach Learn Res
publication date: 2023-01-01T00:00:00
year: 2023
type: Academic Article
type: Article
type: Document
type: Information Resource

Early detection of non-small cell lung cancer: an electronic health record data-driven approach.
PubMed Identifier: 41074123
author list: Li X, Yuan EY, Kuperberg SJ, Bonzel CL, Jeffway MI, Cai T, Liao KP, Aguiar-Ibáñez R, Kao YH, Santorelli ML, Christiani DC, Cai T, Duan R
published in: BMC medicine
information resource reference: Early detection of non-small cell lung cancer: an electronic health record data-driven approach. BMC Med. 2025 Oct 10; 23(1):551.
journal title abbreviation: BMC Med
publication date: 2025-10-10T00:00:00
year: 2025
type: Academic Article
type: Article
type: Document
type: Information Resource

Federated Offline Reinforcement Learning.
PubMed Identifier: 41717232
author list: Zhou D, Zhang Y, Sonabend-W A, Wang Z, Lu J, Cai T
published in: Journal of the American Statistical Association
information resource reference: Federated Offline Reinforcement Learning. J Am Stat Assoc. 2024; 119(548):3152-3163.
journal title abbreviation: J Am Stat Assoc
publication date: 2024-04-01T00:00:00
year: 2024
type: Academic Article
type: Article
type: Document
type: Information Resource

Testing the internal validity of the maintenance/discontinuation study design for antidepressant medications in depression using simulations.
PubMed Identifier: 41256139
author list: Meyerson WU, Cai T, Smoller JW
published in: medRxiv : the preprint server for health sciences
information resource reference: Testing the internal validity of the maintenance/discontinuation study design for antidepressant medications in depression using simulations. medRxiv. 2025 Oct 05.
journal title abbreviation: medRxiv
publication date: 2025-10-05T00:00:00
year: 2025
type: Academic Article
type: Article
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type: Information Resource

The "Clinical Topics" from the Electronic Health Record of Patients with Rheumatoid Arthritis Before Initiating Targeted Therapies and Association with Future Treatment Course.
PubMed Identifier: 41331217
author list: Tang J, Weisenfeld D, Wang L, Jeffway M, Cagan A, Bonzel CL, McDermott GC, Cai T, Liao KP
published in: ACR open rheumatology
information resource reference: The "Clinical Topics" from the Electronic Health Record of Patients with Rheumatoid Arthritis Before Initiating Targeted Therapies and Association with Future Treatment Course. ACR Open Rheumatol. 2025 Dec; 7(12):e70118.
journal title abbreviation: ACR Open Rheumatol
publication date: 2025-12-01T00:00:00
year: 2025
type: Academic Article
type: Article
type: Document
type: Information Resource

A weakly supervised transformer for rare disease diagnosis and subphenotyping from EHRs with pulmonary case studies.
PubMed Identifier: 41652033
author list: Greco KF, Yang Z, Li M, Tong H, Morini Sweet S, Geva A, Mandl KD, Raby BA, Cai T
published in: NPJ digital medicine
information resource reference: A weakly supervised transformer for rare disease diagnosis and subphenotyping from EHRs with pulmonary case studies. NPJ Digit Med. 2026 Feb 06; 9(1).
journal title abbreviation: NPJ Digit Med
publication date: 2026-02-06T00:00:00
year: 2026
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 390248
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Robust combination of multiple diagnostic tests for classifying censored event times.

Professor of Medicine
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position in division: Rheumatology
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HR job title: Professor of Medicine
position in organization: Brigham and Women's Hospital

Professor of Biomedical Informatics (on sabbatical)
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position in division: https://connects.catalyst.harvard.edu/Profiles/profile/1229413
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HR job title: Professor of Biomedical Informatics (on sabbatical)
position in organization: Harvard Medical School

John Rock Professor of Population and Translational Data Sciences
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position in department: Biostatistics
position in division: https://connects.catalyst.harvard.edu/Profiles/profile/1229413
sort order: 1
type: Position
HR job title: John Rock Professor of Population and Translational Data Sciences
position in organization: Harvard T.H. Chan School of Public Health

Professor of Statistical Computing, Emeritus
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position in department: Biostatistics
position in division: https://connects.catalyst.harvard.edu/Profiles/profile/1229413
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HR job title: Professor of Statistical Computing, Emeritus
position in organization: Harvard T.H. Chan School of Public Health

Professor of Biostatistics
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position in division: https://connects.catalyst.harvard.edu/Profiles/profile/1229413
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HR job title: Professor of Biostatistics
position in organization: Harvard T.H. Chan School of Public Health

Adjunct Professor of Biostatistics
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position in department: Biostatistics
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type: Position
HR job title: Adjunct Professor of Biostatistics
position in organization: Harvard T.H. Chan School of Public Health

Instructor
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position in department: Biostatistics
position in division: https://connects.catalyst.harvard.edu/Profiles/profile/1229413
sort order: 1
type: Position
HR job title: Instructor
position in organization: Harvard T.H. Chan School of Public Health

Harvey V. Fineberg Professor of Public Health, Emerita
is primary position: true
position in department: Biostatistics
position in division: https://connects.catalyst.harvard.edu/Profiles/profile/1229413
sort order: 1
type: Position
HR job title: Harvey V. Fineberg Professor of Public Health, Emerita
position in organization: Harvard T.H. Chan School of Public Health

John L. Loeb and Frances Lehman Loeb Professor of Epidemiology
is primary position: true
position in department: Epidemiology
position in division: https://connects.catalyst.harvard.edu/Profiles/profile/1229413
sort order: 1
type: Position
HR job title: John L. Loeb and Frances Lehman Loeb Professor of Epidemiology
position in organization: Harvard T.H. Chan School of Public Health

Professor of Medicine
is primary position: true
position in department: Medicine
position in division: General Medicine
sort order: 1
type: Position
HR job title: Professor of Medicine
position in organization: Brigham and Women's Hospital

Authorship 344188
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Model checking for ROC regression analysis.

Authorship 408653
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Multi-contrast high spatial resolution black blood inner volume three-dimensional fast spin echo MR imaging in peripheral vein bypass grafts.

Authorship 745883
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Mortality and extraintestinal cancers in patients with primary sclerosing cholangitis and inflammatory bowel disease.

Authorship 747077
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Serum inflammatory markers and risk of colorectal cancer in patients with inflammatory bowel diseases.

Mortality and extraintestinal cancers in patients with primary sclerosing cholangitis and inflammatory bowel disease.
PubMed Identifier: 24559536
author list: Ananthakrishnan AN, Cagan A, Gainer VS, Cheng SC, Cai T, Szolovits P, Shaw SY, Churchill S, Karlson EW, Murphy SN, Kohane I, Liao KP
published in: Journal of Crohn's & colitis
information resource reference: Mortality and extraintestinal cancers in patients with primary sclerosing cholangitis and inflammatory bowel disease. J Crohns Colitis. 2014 Sep; 8(9):956-63.
journal title abbreviation: J Crohns Colitis
publication date: 2014-02-19T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Serum inflammatory markers and risk of colorectal cancer in patients with inflammatory bowel diseases.
PubMed Identifier: 24407106
author list: Ananthakrishnan AN, Cheng SC, Cai T, Cagan A, Gainer VS, Szolovits P, Shaw SY, Churchill S, Karlson EW, Murphy SN, Kohane I, Liao KP
published in: Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
information resource reference: Serum inflammatory markers and risk of colorectal cancer in patients with inflammatory bowel diseases. Clin Gastroenterol Hepatol. 2014 Aug; 12(8):1342-8.e1.
journal title abbreviation: Clin Gastroenterol Hepatol
publication date: 2014-01-07T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing.
PubMed Identifier: 25117751
author list: Yu S, Kumamaru KK, George E, Dunne RM, Bedayat A, Neykov M, Hunsaker AR, Dill KE, Cai T, Rybicki FJ
published in: Journal of biomedical informatics
information resource reference: Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing. J Biomed Inform. 2014 Dec; 52:386-93.
journal title abbreviation: J Biomed Inform
publication date: 2014-08-10T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Major depressive disorder subtypes to predict long-term course.
PubMed Identifier: 24425049
author list: van Loo HM, Cai T, Gruber MJ, Li J, de Jonge P, Petukhova M, Rose S, Sampson NA, Schoevers RA, Wardenaar KJ, Wilcox MA, Al-Hamzawi AO, Andrade LH, Bromet EJ, Bunting B, Fayyad J, Florescu SE, Gureje O, Hu C, Huang Y, Levinson D, Medina-Mora ME, Nakane Y, Posada-Villa J, Scott KM, Xavier M, Zarkov Z, Kessler RC
published in: Depression and anxiety
information resource reference: Major depressive disorder subtypes to predict long-term course. Depress Anxiety. 2014 Sep; 31(9):765-77.
journal title abbreviation: Depress Anxiety
publication date: 2014-01-14T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 211125
type: Authorship
author rank in publication: 15
linked author: Cai, Tianxi
linked information resource: Genetic basis of autoantibody positive and negative rheumatoid arthritis risk in a multi-ethnic cohort derived from electronic health records.

Authorship 762180
type: Authorship
author rank in publication: 13
linked author: Cai, Tianxi
linked information resource: Improving the power of genetic association tests with imperfect phenotype derived from electronic medical records.

Improving the power of genetic association tests with imperfect phenotype derived from electronic medical records.
PubMed Identifier: 25062868
author list: Sinnott JA, Dai W, Liao KP, Shaw SY, Ananthakrishnan AN, Gainer VS, Karlson EW, Churchill S, Szolovits P, Murphy S, Kohane I, Plenge R, Cai T
published in: Human genetics
information resource reference: Improving the power of genetic association tests with imperfect phenotype derived from electronic medical records. Hum Genet. 2014 Nov; 133(11):1369-82.
journal title abbreviation: Hum Genet
publication date: 2014-07-26T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 772894
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Thromboprophylaxis is associated with reduced post-hospitalization venous thromboembolic events in patients with inflammatory bowel diseases.

Authorship 774004
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing.

Thromboprophylaxis is associated with reduced post-hospitalization venous thromboembolic events in patients with inflammatory bowel diseases.
PubMed Identifier: 24632349
author list: Ananthakrishnan AN, Cagan A, Gainer VS, Cheng SC, Cai T, Scoville E, Konijeti GG, Szolovits P, Shaw SY, Churchill S, Karlson EW, Murphy SN, Kohane I, Liao KP
published in: Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
information resource reference: Thromboprophylaxis is associated with reduced post-hospitalization venous thromboembolic events in patients with inflammatory bowel diseases. Clin Gastroenterol Hepatol. 2014 Nov; 12(11):1905-10.
journal title abbreviation: Clin Gastroenterol Hepatol
publication date: 2014-03-12T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Predicting suicides after psychiatric hospitalization in US Army soldiers: the Army Study To Assess Risk and rEsilience in Servicemembers (Army STARRS).
PubMed Identifier: 25390793
author list: Kessler RC, Warner CH, Ivany C, Petukhova MV, Rose S, Bromet EJ, Brown M, Cai T, Colpe LJ, Cox KL, Fullerton CS, Gilman SE, Gruber MJ, Heeringa SG, Lewandowski-Romps L, Li J, Millikan-Bell AM, Naifeh JA, Nock MK, Rosellini AJ, Sampson NA, Schoenbaum M, Stein MB, Wessely S, Zaslavsky AM, Ursano RJ
published in: JAMA psychiatry
information resource reference: Predicting suicides after psychiatric hospitalization in US Army soldiers: the Army Study To Assess Risk and rEsilience in Servicemembers (Army STARRS). JAMA Psychiatry. 2015 Jan; 72(1):49-57.
journal title abbreviation: JAMA Psychiatry
publication date: 2015-01-01T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 417420
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Urinary 8-hydroxy-2-deoxyguanosine and cognitive function in Puerto Rican adults.

Authorship 395624
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Comparing costs associated with risk stratification rules for t-year survival.

Authorship 452698
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Electronic medical records for discovery research in rheumatoid arthritis.

Colonoscopy is associated with a reduced risk for colon cancer and mortality in patients with inflammatory bowel diseases.
PubMed Identifier: 25041865
author list: Ananthakrishnan AN, Cagan A, Cai T, Gainer VS, Shaw SY, Churchill S, Karlson EW, Murphy SN, Kohane I, Liao KP
published in: Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
information resource reference: Colonoscopy is associated with a reduced risk for colon cancer and mortality in patients with inflammatory bowel diseases. Clin Gastroenterol Hepatol. 2015 Feb; 13(2):322-329.e1.
journal title abbreviation: Clin Gastroenterol Hepatol
publication date: 2014-07-17T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Mode of childbirth and long-term outcomes in women with inflammatory bowel diseases.
PubMed Identifier: 25213079
author list: Ananthakrishnan AN, Cheng A, Cagan A, Cai T, Gainer VS, Shaw SY, Churchill S, Karlson EW, Murphy SN, Kohane I, Liao KP
published in: Digestive diseases and sciences
information resource reference: Mode of childbirth and long-term outcomes in women with inflammatory bowel diseases. Dig Dis Sci. 2015 Feb; 60(2):471-7.
journal title abbreviation: Dig Dis Sci
publication date: 2014-09-12T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 523640
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Predictors of severe outcomes associated with Clostridium difficile infection in patients with inflammatory bowel disease.

Authorship 527210
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Robust prediction of t-year survival with data from multiple studies.

Authorship 68088
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Reduced-dose CT: effect on reader evaluation in detection of pulmonary embolism.

Authorship 74841
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: On the covariate-adjusted estimation for an overall treatment difference with data from a randomized comparative clinical trial.

Authorship 236291
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Regularized estimation for the accelerated failure time model.

Authorship 479759
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Comparison of respiratory motion artifact from craniocaudal versus caudocranial scanning with 64-MDCT pulmonary angiography.

Authorship 81555
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Semi-parametric ROC regression analysis with placement values.

Authorship 396641
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Genetic susceptibility to coronary heart disease in type 2 diabetes: 3 independent studies.

Authorship 233985
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Using electronic medical records to enable large-scale studies in psychiatry: treatment resistant depression as a model.

Authorship 301563
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Incorporating short-term outcome information to predict long-term survival with discrete markers.

Authorship 435484
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Time-resolved MR angiography: a primary screening examination of patients with suspected pulmonary embolism and contraindications to administration of iodinated contrast material.

Authorship 151511
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Predicting clustered dental implant survival using frailty methods.

Authorship 414931
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Analysis of randomized comparative clinical trial data for personalized treatment selections.

Authorship 803117
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Validation of electronic health record phenotyping of bipolar disorder cases and controls.

Authorship 804333
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Development of phenotype algorithms using electronic medical records and incorporating natural language processing.

Authorship 791044
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Colonoscopy is associated with a reduced risk for colon cancer and mortality in patients with inflammatory bowel diseases.

Authorship 789812
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Mode of childbirth and long-term outcomes in women with inflammatory bowel diseases.

Authorship 798299
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Predicting suicides after psychiatric hospitalization in US Army soldiers: the Army Study To Assess Risk and rEsilience in Servicemembers (Army STARRS).

Authorship 795196
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Sparse kernel machine regression for ordinal outcomes.

Sparse kernel machine regression for ordinal outcomes.
PubMed Identifier: 25196727
author list: Shen Y, Liao KP, Cai T
published in: Biometrics
information resource reference: Sparse kernel machine regression for ordinal outcomes. Biometrics. 2015 Mar; 71(1):63-70.
journal title abbreviation: Biometrics
publication date: 2014-09-05T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Development of phenotype algorithms using electronic medical records and incorporating natural language processing.
PubMed Identifier: 25911572
author list: Liao KP, Cai T, Savova GK, Murphy SN, Karlson EW, Ananthakrishnan AN, Gainer VS, Shaw SY, Xia Z, Szolovits P, Churchill S, Kohane I
published in: BMJ (Clinical research ed.)
information resource reference: Development of phenotype algorithms using electronic medical records and incorporating natural language processing. BMJ. 2015 Apr 24; 350:h1885.
journal title abbreviation: BMJ
publication date: 2015-04-24T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Validation of electronic health record phenotyping of bipolar disorder cases and controls.
PubMed Identifier: 25827034
author list: Castro VM, Minnier J, Murphy SN, Kohane I, Churchill SE, Gainer V, Cai T, Hoffnagle AG, Dai Y, Block S, Weill SR, Nadal-Vicens M, Pollastri AR, Rosenquist JN, Goryachev S, Ongur D, Sklar P, Perlis RH, Smoller JW
published in: The American journal of psychiatry
information resource reference: Validation of electronic health record phenotyping of bipolar disorder cases and controls. Am J Psychiatry. 2015 Apr; 172(4):363-72.
journal title abbreviation: Am J Psychiatry
publication date: 2014-12-12T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 304330
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Hazard regression for interval-censored data with penalized spline.

Authorship 373823
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: The sensitivity and specificity of markers for event times.

Authorship 38835
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Application of the time-dependent ROC curves for prognostic accuracy with multiple biomarkers.

Biomedical Informatics
type: Department
type: Organization

Authorship 293816
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Associations of autoantibodies, autoimmune risk alleles, and clinical diagnoses from the electronic medical records in rheumatoid arthritis cases and non-rheumatoid arthritis controls.

Authorship 816996
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Alternatives to Hazard Ratios for Comparing the Efficacy or Safety of Therapies in Noninferiority Studies.

Alternatives to Hazard Ratios for Comparing the Efficacy or Safety of Therapies in Noninferiority Studies.
PubMed Identifier: 26054047
author list: Uno H, Wittes J, Fu H, Solomon SD, Claggett B, Tian L, Cai T, Pfeffer MA, Evans SR, Wei LJ
published in: Annals of internal medicine
information resource reference: Alternatives to Hazard Ratios for Comparing the Efficacy or Safety of Therapies in Noninferiority Studies. Ann Intern Med. 2015 Jul 21; 163(2):127-34.
journal title abbreviation: Ann Intern Med
publication date: 2015-07-21T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 400301
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Exact and efficient inference procedure for meta-analysis and its application to the analysis of independent 2 x 2 tables with all available data but without artificial continuity correction.

Authorship 822675
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Evaluating marker-guided treatment selection strategies.

Evaluating marker-guided treatment selection strategies.
PubMed Identifier: 24779731
author list: Matsouaka RA, Li J, Cai T
published in: Biometrics
information resource reference: Evaluating marker-guided treatment selection strategies. Biometrics. 2014 Sep; 70(3):489-499.
journal title abbreviation: Biometrics
publication date: 2014-04-29T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 828697
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: Toward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sources.

Authorship 831086
type: Authorship
author rank in publication: 19
linked author: Cai, Tianxi
linked information resource: Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts.

Toward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sources.
PubMed Identifier: 25929596
author list: Yu S, Liao KP, Shaw SY, Gainer VS, Churchill SE, Szolovits P, Murphy SN, Kohane IS, Cai T
published in: Journal of the American Medical Informatics Association : JAMIA
information resource reference: Toward high-throughput phenotyping: unbiased automated feature extraction and selection from knowledge sources. J Am Med Inform Assoc. 2015 Sep; 22(5):993-1000.
journal title abbreviation: J Am Med Inform Assoc
publication date: 2015-04-29T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts.
PubMed Identifier: 26301417
author list: Liao KP, Ananthakrishnan AN, Kumar V, Xia Z, Cagan A, Gainer VS, Goryachev S, Chen P, Savova GK, Agniel D, Churchill S, Lee J, Murphy SN, Plenge RM, Szolovits P, Kohane I, Shaw SY, Karlson EW, Cai T
published in: PloS one
information resource reference: Methods to Develop an Electronic Medical Record Phenotype Algorithm to Compare the Risk of Coronary Artery Disease across 3 Chronic Disease Cohorts. PLoS One. 2015; 10(8):e0136651.
journal title abbreviation: PLoS One
publication date: 2015-08-24T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 373237
type: Authorship
author rank in publication: 9
linked author: Cai, Tianxi
linked information resource: Iodinated contrast opacification gradients in normal coronary arteries imaged with prospectively ECG-gated single heart beat 320-detector row computed tomography.

Authorship 842591
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Identification of subjects with polycystic ovary syndrome using electronic health records.

Authorship 845837
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Common Genetic Variants Influence Circulating Vitamin D Levels in Inflammatory Bowel Diseases.

Common Genetic Variants Influence Circulating Vitamin D Levels in Inflammatory Bowel Diseases.
PubMed Identifier: 26241000
author list: Ananthakrishnan AN, Cagan A, Cai T, Gainer VS, Shaw SY, Churchill S, Karlson EW, Murphy SN, Kohane I, Liao KP, Xavier RJ
published in: Inflammatory bowel diseases
information resource reference: Common Genetic Variants Influence Circulating Vitamin D Levels in Inflammatory Bowel Diseases. Inflamm Bowel Dis. 2015 Nov; 21(11):2507-14.
journal title abbreviation: Inflamm Bowel Dis
publication date: 2015-11-01T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Identification of Nonresponse to Treatment Using Narrative Data in an Electronic Health Record Inflammatory Bowel Disease Cohort.
PubMed Identifier: 26332313
author list: Ananthakrishnan AN, Cagan A, Cai T, Gainer VS, Shaw SY, Savova G, Churchill S, Karlson EW, Murphy SN, Liao KP, Kohane I
published in: Inflammatory bowel diseases
information resource reference: Identification of Nonresponse to Treatment Using Narrative Data in an Electronic Health Record Inflammatory Bowel Disease Cohort. Inflamm Bowel Dis. 2016 Jan; 22(1):151-8.
journal title abbreviation: Inflamm Bowel Dis
publication date: 2016-01-01T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Identification of subjects with polycystic ovary syndrome using electronic health records.
PubMed Identifier: 26510685
author list: Castro V, Shen Y, Yu S, Finan S, Pau CT, Gainer V, Keefe CC, Savova G, Murphy SN, Cai T, Welt CK
published in: Reproductive biology and endocrinology : RB&E
information resource reference: Identification of subjects with polycystic ovary syndrome using electronic health records. Reprod Biol Endocrinol. 2015 Oct 29; 13:116.
journal title abbreviation: Reprod Biol Endocrinol
publication date: 2015-10-29T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 474121
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Evaluating the predictive value of biomarkers with stratified case-cohort design.

Authorship 545304
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Comparison of ECG-gated versus non-gated CT ventricular measurements in thirty patients with acute pulmonary embolism.

Authorship 853147
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Identification of Nonresponse to Treatment Using Narrative Data in an Electronic Health Record Inflammatory Bowel Disease Cohort.

Authorship 500905
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Graphical procedures for evaluating overall and subject-specific incremental values from new predictors with censored event time data.

Authorship 537267
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: On the C-statistics for evaluating overall adequacy of risk prediction procedures with censored survival data.

Authorship 859159
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Assessing incremental value of biomarkers with multi-phase nested case-control studies.

Authorship 859157
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Retrospective likelihood-based methods for analyzing case-cohort genetic association studies.

Retrospective likelihood-based methods for analyzing case-cohort genetic association studies.
PubMed Identifier: 26177343
author list: Shen Y, Cai T, Chen Y, Yang Y, Chen J
published in: Biometrics
information resource reference: Retrospective likelihood-based methods for analyzing case-cohort genetic association studies. Biometrics. 2015 Dec; 71(4):960-8.
journal title abbreviation: Biometrics
publication date: 2015-07-14T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Assessing incremental value of biomarkers with multi-phase nested case-control studies.
PubMed Identifier: 26195245
author list: Zhou QM, Zheng Y, Chibnik LB, Karlson EW, Cai T
published in: Biometrics
information resource reference: Assessing incremental value of biomarkers with multi-phase nested case-control studies. Biometrics. 2015 Dec; 71(4):1139-49.
journal title abbreviation: Biometrics
publication date: 2015-07-20T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 865210
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Major depressive disorder subtypes to predict long-term course.

Authorship 334413
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Frailty approach for the analysis of clustered failure time observations in dental research.

Authorship 872140
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Comparative Effectiveness of Infliximab and Adalimumab in Crohn's Disease and Ulcerative Colitis.

Comparative Effectiveness of Infliximab and Adalimumab in Crohn's Disease and Ulcerative Colitis.
PubMed Identifier: 26933751
author list: Ananthakrishnan AN, Cagan A, Cai T, Gainer VS, Shaw SY, Savova G, Churchill S, Karlson EW, Kohane I, Liao KP, Murphy SN
published in: Inflammatory bowel diseases
information resource reference: Comparative Effectiveness of Infliximab and Adalimumab in Crohn's Disease and Ulcerative Colitis. Inflamm Bowel Dis. 2016 Apr; 22(4):880-5.
journal title abbreviation: Inflamm Bowel Dis
publication date: 2016-04-01T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 881288
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Suicidal behavior-related hospitalizations among pregnant women in the USA, 2006-2012.

Suicidal behavior-related hospitalizations among pregnant women in the USA, 2006-2012.
PubMed Identifier: 26680447
author list: Zhong QY, Gelaye B, Miller M, Fricchione GL, Cai T, Johnson PA, Henderson DC, Williams MA
published in: Archives of women's mental health
information resource reference: Suicidal behavior-related hospitalizations among pregnant women in the USA, 2006-2012. Arch Womens Ment Health. 2016 06; 19(3):463-72.
journal title abbreviation: Arch Womens Ment Health
publication date: 2015-12-18T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 885523
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Kernel machine testing for risk prediction with stratified case cohort studies.

Authorship 885497
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Mediation analysis for survival data using semiparametric probit models.

Kernel machine testing for risk prediction with stratified case cohort studies.
PubMed Identifier: 26692376
author list: Payne R, Neykov M, Jensen MK, Cai T
published in: Biometrics
information resource reference: Kernel machine testing for risk prediction with stratified case cohort studies. Biometrics. 2016 06; 72(2):372-81.
journal title abbreviation: Biometrics
publication date: 2015-12-21T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Mediation analysis for survival data using semiparametric probit models.
PubMed Identifier: 26618735
author list: Huang YT, Cai T
published in: Biometrics
information resource reference: Mediation analysis for survival data using semiparametric probit models. Biometrics. 2016 06; 72(2):563-74.
journal title abbreviation: Biometrics
publication date: 2015-11-30T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 888664
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Statin Use Is Associated With Reduced Risk of Colorectal Cancer in Patients With Inflammatory Bowel Diseases.

Statin Use Is Associated With Reduced Risk of Colorectal Cancer in Patients With Inflammatory Bowel Diseases.
PubMed Identifier: 26905907
author list: Ananthakrishnan AN, Cagan A, Cai T, Gainer VS, Shaw SY, Churchill S, Karlson EW, Murphy SN, Liao KP, Kohane I
published in: Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association
information resource reference: Statin Use Is Associated With Reduced Risk of Colorectal Cancer in Patients With Inflammatory Bowel Diseases. Clin Gastroenterol Hepatol. 2016 07; 14(7):973-9.
journal title abbreviation: Clin Gastroenterol Hepatol
publication date: 2016-02-22T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Associate Professor
sort order: 1
type: Faculty Rank

Full Professor
sort order: 0
type: Faculty Rank

Instructor
sort order: 4
type: Faculty Rank

Authorship 892377
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Genome-wide Association Studies of Posttraumatic Stress Disorder in 2 Cohorts of US Army Soldiers.

Genome-wide Association Studies of Posttraumatic Stress Disorder in 2 Cohorts of US Army Soldiers.
PubMed Identifier: 27167565
author list: Stein MB, Chen CY, Ursano RJ, Cai T, Gelernter J, Heeringa SG, Jain S, Jensen KP, Maihofer AX, Mitchell C, Nievergelt CM, Nock MK, Neale BM, Polimanti R, Ripke S, Sun X, Thomas ML, Wang Q, Ware EB, Borja S, Kessler RC, Smoller JW
published in: JAMA psychiatry
information resource reference: Genome-wide Association Studies of Posttraumatic Stress Disorder in 2 Cohorts of US Army Soldiers. JAMA Psychiatry. 2016 07 01; 73(7):695-704.
journal title abbreviation: JAMA Psychiatry
publication date: 2016-07-01T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 517899
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Similar risk of depression and anxiety following surgery or hospitalization for Crohn's disease and ulcerative colitis.

Limited Hospital Variation in the Use and Yield of CT for Pulmonary Embolism in Patients Undergoing Total Hip or Total Knee Replacement Surgery.
PubMed Identifier: 27228331
author list: Kumamaru KK, Kumamaru H, Bateman BT, Gronsbell J, Cai T, Liu J, Higgins LD, Aoki S, Ohtomo K, Rybicki FJ, Patorno E
published in: Radiology
information resource reference: Limited Hospital Variation in the Use and Yield of CT for Pulmonary Embolism in Patients Undergoing Total Hip or Total Knee Replacement Surgery. Radiology. 2016 Dec; 281(3):826-834.
journal title abbreviation: Radiology
publication date: 2016-05-26T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Robust Approaches to the Development and Evaluation of Prognostic Classifiers
end date: 2016-06-30
principal investigator name: CAI, TIANXI
start date: 2007-06-01
type: Grant
sponsor award id: R01GM079330

Principal Investigator
type: Researcher Role
researcher role of: Cai, Tianxi
contributes to: Robust Approaches to the Development and Evaluation of Prognostic Classifiers

Authorship 911581
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: A predictive enrichment procedure to identify potential responders to a new therapy for randomized, comparative controlled clinical studies.

A predictive enrichment procedure to identify potential responders to a new therapy for randomized, comparative controlled clinical studies.
PubMed Identifier: 26689167
author list: Li J, Zhao L, Tian L, Cai T, Claggett B, Callegaro A, Dizier B, Spiessens B, Ulloa-Montoya F, Wei LJ
published in: Biometrics
information resource reference: A predictive enrichment procedure to identify potential responders to a new therapy for randomized, comparative controlled clinical studies. Biometrics. 2016 09; 72(3):877-87.
journal title abbreviation: Biometrics
publication date: 2015-12-21T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 916690
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Inference for survival prediction under the regularized Cox model.

Inference for survival prediction under the regularized Cox model.
PubMed Identifier: 27107008
author list: Sinnott JA, Cai T
published in: Biostatistics (Oxford, England)
information resource reference: Inference for survival prediction under the regularized Cox model. Biostatistics. 2016 10; 17(4):692-707.
journal title abbreviation: Biostatistics
publication date: 2016-04-22T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 368082
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Validation of psoriatic arthritis diagnoses in electronic medical records using natural language processing.

Phenome-Wide Association Study of Autoantibodies to Citrullinated and Noncitrullinated Epitopes in Rheumatoid Arthritis.
PubMed Identifier: 27792870
author list: Liao KP, Sparks JA, Hejblum BP, Kuo IH, Cui J, Lahey LJ, Cagan A, Gainer VS, Liu W, Cai TT, Sokolove J, Cai T
published in: Arthritis & rheumatology (Hoboken, N.J.)
information resource reference: Phenome-Wide Association Study of Autoantibodies to Citrullinated and Noncitrullinated Epitopes in Rheumatoid Arthritis. Arthritis Rheumatol. 2017 04; 69(4):742-749.
journal title abbreviation: Arthritis Rheumatol
publication date: 2017-04-01T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 920008
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Calibrating parametric subject-specific risk estimation.

Authorship 919596
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Landmark Prediction of Long Term Survival Incorporating Short Term Event Time Information.

Authorship 919511
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: A Perturbation Method for Inference on Regularized Regression Estimates.

Authorship 919552
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Model Checking Techniques for Assessing Functional Form Specifications in Censored Linear Regression Models.

Authorship 921237
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Robust risk prediction with biomarkers under two-phase stratified cohort design.

Authorship 921701
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: NONPARAMETRIC INFERENCE PROCEDURE FOR PERCENTILES OF THE RANDOM EFFECTS DISTRIBUTION IN META-ANALYSIS.

Authorship 921133
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Prioritizing individual genetic variants after kernel machine testing using variable selection.

Authorship 925736
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Resampling Procedures for Making Inference under Nested Case-control Studies.

Authorship 928813
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Assessing Population Level Genetic Instability via Moving Average.

Authorship 924284
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Landmark Estimation of Survival and Treatment Effect in a Randomized Clinical Trial.

Authorship 924863
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Non-parametric Evaluation of Biomarker Accuracy under Nested Case-control Studies.

Authorship 925091
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Time-dependent Predictive Values of Prognostic Biomarkers with Failure Time Outcome.

Authorship 924858
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: EFFECTIVELY SELECTING A TARGET POPULATION FOR A FUTURE COMPARATIVE STUDY.

NONPARAMETRIC INFERENCE PROCEDURE FOR PERCENTILES OF THE RANDOM EFFECTS DISTRIBUTION IN META-ANALYSIS.
PubMed Identifier: 25678939
author list: Wang R, Tian L, Cai T, Wei LJ
published in: The annals of applied statistics
information resource reference: NONPARAMETRIC INFERENCE PROCEDURE FOR PERCENTILES OF THE RANDOM EFFECTS DISTRIBUTION IN META-ANALYSIS. Ann Appl Stat. 2010; 4(1):520-532.
journal title abbreviation: Ann Appl Stat
publication date: 2010-01-01T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Resampling Procedures for Making Inference under Nested Case-control Studies.
PubMed Identifier: 24436503
author list: Cai T, Zheng Y
published in: Journal of the American Statistical Association
information resource reference: Resampling Procedures for Making Inference under Nested Case-control Studies. J Am Stat Assoc. 2013 Jan 01; 108(504):1532-1544.
journal title abbreviation: J Am Stat Assoc
publication date: 2013-01-01T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Landmark Estimation of Survival and Treatment Effect in a Randomized Clinical Trial.
PubMed Identifier: 24659838
author list: Parast L, Tian L, Cai T
published in: Journal of the American Statistical Association
information resource reference: Landmark Estimation of Survival and Treatment Effect in a Randomized Clinical Trial. J Am Stat Assoc. 2014 Jan 01; 109(505):384-394.
journal title abbreviation: J Am Stat Assoc
publication date: 2014-01-01T00:00:00
year: 2014
type: Academic Article
type: Article
type: Document
type: Information Resource

Time-dependent Predictive Values of Prognostic Biomarkers with Failure Time Outcome.
PubMed Identifier: 19655041
author list: Zheng Y, Cai T, Pepe MS, Levy WC
published in: Journal of the American Statistical Association
information resource reference: Time-dependent Predictive Values of Prognostic Biomarkers with Failure Time Outcome. J Am Stat Assoc. 2008; 103(481):362-368.
journal title abbreviation: J Am Stat Assoc
publication date: 2008-01-01T00:00:00
year: 2008
type: Academic Article
type: Article
type: Document
type: Information Resource

Non-parametric Evaluation of Biomarker Accuracy under Nested Case-control Studies.
PubMed Identifier: 22844169
author list: Cai T, Zheng Y
published in: Journal of the American Statistical Association
information resource reference: Non-parametric Evaluation of Biomarker Accuracy under Nested Case-control Studies. J Am Stat Assoc. 2011 Jan 01; 106(494):569-580.
journal title abbreviation: J Am Stat Assoc
publication date: 2011-01-01T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

A Perturbation Method for Inference on Regularized Regression Estimates.
PubMed Identifier: 22844171
author list: Minnier J, Tian L, Cai T
published in: Journal of the American Statistical Association
information resource reference: A Perturbation Method for Inference on Regularized Regression Estimates. J Am Stat Assoc. 2011 Jan 01; 106(496):1371-1382.
journal title abbreviation: J Am Stat Assoc
publication date: 2011-01-01T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Landmark Prediction of Long Term Survival Incorporating Short Term Event Time Information.
PubMed Identifier: 23293405
author list: Parast L, Cheng SC, Cai T
published in: Journal of the American Statistical Association
information resource reference: Landmark Prediction of Long Term Survival Incorporating Short Term Event Time Information. J Am Stat Assoc. 2012; 107(500):1492-1501.
journal title abbreviation: J Am Stat Assoc
publication date: 2012-08-21T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Robust risk prediction with biomarkers under two-phase stratified cohort design.
PubMed Identifier: 27037494
author list: Payne R, Yang M, Zheng Y, Jensen MK, Cai T
published in: Biometrics
information resource reference: Robust risk prediction with biomarkers under two-phase stratified cohort design. Biometrics. 2016 12; 72(4):1037-1045.
journal title abbreviation: Biometrics
publication date: 2016-04-01T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

EFFECTIVELY SELECTING A TARGET POPULATION FOR A FUTURE COMPARATIVE STUDY.
PubMed Identifier: 24058223
author list: Zhao L, Tian L, Cai T, Claggett B, Wei LJ
published in: Journal of the American Statistical Association
information resource reference: EFFECTIVELY SELECTING A TARGET POPULATION FOR A FUTURE COMPARATIVE STUDY. J Am Stat Assoc. 2013 Jan 01; 108(502):527-539.
journal title abbreviation: J Am Stat Assoc
publication date: 2013-01-01T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Calibrating parametric subject-specific risk estimation.
PubMed Identifier: 23049123
author list: Cai T, Tian L, Uno H, Solomon SD, Wei LJ
published in: Biometrika
information resource reference: Calibrating parametric subject-specific risk estimation. Biometrika. 2010 Jun; 97(2):389-404.
journal title abbreviation: Biometrika
publication date: 2010-06-01T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Prioritizing individual genetic variants after kernel machine testing using variable selection.
PubMed Identifier: 27488097
author list: He Q, Cai T, Liu Y, Zhao N, Harmon QE, Almli LM, Binder EB, Engel SM, Ressler KJ, Conneely KN, Lin X, Wu MC
published in: Genetic epidemiology
information resource reference: Prioritizing individual genetic variants after kernel machine testing using variable selection. Genet Epidemiol. 2016 Dec; 40(8):722-731.
journal title abbreviation: Genet Epidemiol
publication date: 2016-08-03T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Model Checking Techniques for Assessing Functional Form Specifications in Censored Linear Regression Models.
PubMed Identifier: 23825917
author list: León LF, Cai T
published in: Statistica Sinica
information resource reference: Model Checking Techniques for Assessing Functional Form Specifications in Censored Linear Regression Models. Stat Sin. 2012 Apr 01; 22(2):509-530.
journal title abbreviation: Stat Sin
publication date: 2012-04-01T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 931166
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Phenome-Wide Association Study of Autoantibodies to Citrullinated and Noncitrullinated Epitopes in Rheumatoid Arthritis.

Authorship 931758
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: On longitudinal prediction with time-to-event outcome: Comparison of modeling options.

On longitudinal prediction with time-to-event outcome: Comparison of modeling options.
PubMed Identifier: 27438160
author list: Maziarz M, Heagerty P, Cai T, Zheng Y
published in: Biometrics
information resource reference: On longitudinal prediction with time-to-event outcome: Comparison of modeling options. Biometrics. 2017 03; 73(1):83-93.
journal title abbreviation: Biometrics
publication date: 2016-07-20T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 71270
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Interval increase in right-left ventricular diameter ratios at CT as a predictor of 30-day mortality after acute pulmonary embolism: initial experience.

Authorship 72180
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: https://connects.catalyst.harvard.edu/Profiles/profile/828312

Authorship 216789
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Semiparametric models of time-dependent predictive values of prognostic biomarkers.

Authorship 939607
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Large-scale identification of patients with cerebral aneurysms using natural language processing.

Large-scale identification of patients with cerebral aneurysms using natural language processing.
PubMed Identifier: 27927935
author list: Castro VM, Dligach D, Finan S, Yu S, Can A, Abd-El-Barr M, Gainer V, Shadick NA, Murphy S, Cai T, Savova G, Weiss ST, Du R
published in: Neurology
information resource reference: Large-scale identification of patients with cerebral aneurysms using natural language processing. Neurology. 2017 Jan 10; 88(2):164-168.
journal title abbreviation: Neurology
publication date: 2016-12-07T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 945891
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Identifying predictive markers for personalized treatment selection.

Authorship 945174
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: Estimation and testing for multiple regulation of multivariate mixed outcomes.

Identifying predictive markers for personalized treatment selection.
PubMed Identifier: 26999054
author list: Shen Y, Cai T
published in: Biometrics
information resource reference: Identifying predictive markers for personalized treatment selection. Biometrics. 2016 12; 72(4):1017-1025.
journal title abbreviation: Biometrics
publication date: 2016-03-21T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Estimation and testing for multiple regulation of multivariate mixed outcomes.
PubMed Identifier: 26910481
author list: Agniel D, Liao KP, Cai T
published in: Biometrics
information resource reference: Estimation and testing for multiple regulation of multivariate mixed outcomes. Biometrics. 2016 12; 72(4):1194-1205.
journal title abbreviation: Biometrics
publication date: 2016-02-22T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 947369
type: Authorship
author rank in publication: 1
linked author: Cai, Tianxi
linked information resource: Structured Matrix Completion with Applications to Genomic Data Integration.

Structured Matrix Completion with Applications to Genomic Data Integration.
PubMed Identifier: 28042188
author list: Cai T, Cai TT, Zhang A
published in: Journal of the American Statistical Association
information resource reference: Structured Matrix Completion with Applications to Genomic Data Integration. J Am Stat Assoc. 2016; 111(514):621-633.
journal title abbreviation: J Am Stat Assoc
publication date: 2016-08-18T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 954084
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Evaluating surrogate marker information using censored data.

Authorship 954057
type: Authorship
author rank in publication: 15
linked author: Cai, Tianxi
linked information resource: Genome-Wide Analyses Reveal Gene Influence on HIV Disease Progression and HIV-1C Acquisition in Southern Africa.

Evaluating surrogate marker information using censored data.
PubMed Identifier: 28088843
author list: Parast L, Cai T, Tian L
published in: Statistics in medicine
information resource reference: Evaluating surrogate marker information using censored data. Stat Med. 2017 05 20; 36(11):1767-1782.
journal title abbreviation: Stat Med
publication date: 2017-01-15T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Genome-Wide Analyses Reveal Gene Influence on HIV Disease Progression and HIV-1C Acquisition in Southern Africa.
PubMed Identifier: 28132517
author list: Xie W, Agniel D, Shevchenko A, Malov SV, Svitin A, Cherkasov N, Baum MK, Campa A, Gaseitsiwe S, Bussmann H, Makhema J, Marlink R, Novitsky V, Lee TH, Cai T, O'Brien SJ, Essex M
published in: AIDS research and human retroviruses
information resource reference: Genome-Wide Analyses Reveal Gene Influence on HIV Disease Progression and HIV-1C Acquisition in Southern Africa. AIDS Res Hum Retroviruses. 2017 06; 33(6):597-609.
journal title abbreviation: AIDS Res Hum Retroviruses
publication date: 2017-04-06T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 956194
type: Authorship
author rank in publication: 11
linked author: Cai, Tianxi
linked information resource: Surrogate-assisted feature extraction for high-throughput phenotyping.

Surrogate-assisted feature extraction for high-throughput phenotyping.
PubMed Identifier: 27632993
author list: Yu S, Chakrabortty A, Liao KP, Cai T, Ananthakrishnan AN, Gainer VS, Churchill SE, Szolovits P, Murphy SN, Kohane IS, Cai T
published in: Journal of the American Medical Informatics Association : JAMIA
information resource reference: Surrogate-assisted feature extraction for high-throughput phenotyping. J Am Med Inform Assoc. 2017 Apr 01; 24(e1):e143-e149.
journal title abbreviation: J Am Med Inform Assoc
publication date: 2017-04-01T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

655 Huntington Ave
type: Address
address line 1: Harvard School of Public Health
address line 2: Bldg 1, RM 411
address line 3: 655 Huntington Ave
city: Boston
postal code: 02115
state or province: MA

Authorship 959243
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Limited Hospital Variation in the Use and Yield of CT for Pulmonary Embolism in Patients Undergoing Total Hip or Total Knee Replacement Surgery.

Authorship 964398
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Rare variant association test in family-based sequencing studies.

Authorship 963089
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Risk Classification with an Adaptive Naive Bayes Kernel Machine Model.

Risk Classification with an Adaptive Naive Bayes Kernel Machine Model.
PubMed Identifier: 26236061
author list: Minnier J, Yuan M, Liu JS, Cai T
published in: Journal of the American Statistical Association
information resource reference: Risk Classification with an Adaptive Naive Bayes Kernel Machine Model. J Am Stat Assoc. 2015 Apr 22; 110(509):393-404.
journal title abbreviation: J Am Stat Assoc
publication date: 2015-04-22T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Rare variant association test in family-based sequencing studies.
PubMed Identifier: 27677958
author list: Wang X, Zhang Z, Morris N, Cai T, Lee S, Wang C, Yu TW, Walsh CA, Lin X
published in: Briefings in bioinformatics
information resource reference: Rare variant association test in family-based sequencing studies. Brief Bioinform. 2017 Nov 01; 18(6):954-961.
journal title abbreviation: Brief Bioinform
publication date: 2017-11-01T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 967864
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Sequence robust association test for familial data.

Authorship 969338
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: A general statistical framework for subgroup identification and comparative treatment scoring.

A general statistical framework for subgroup identification and comparative treatment scoring.
PubMed Identifier: 28211943
author list: Chen S, Tian L, Cai T, Yu M
published in: Biometrics
information resource reference: A general statistical framework for subgroup identification and comparative treatment scoring. Biometrics. 2017 12; 73(4):1199-1209.
journal title abbreviation: Biometrics
publication date: 2017-02-17T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Sequence robust association test for familial data.
PubMed Identifier: 28273695
author list: Dai W, Yang M, Wang C, Cai T
published in: Biometrics
information resource reference: Sequence robust association test for familial data. Biometrics. 2017 09; 73(3):876-884.
journal title abbreviation: Biometrics
publication date: 2017-03-08T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 970667
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Augmented estimation for t-year survival with censored regression models.

Augmented estimation for t-year survival with censored regression models.
PubMed Identifier: 28294286
author list: Zheng Y, Cai T
published in: Biometrics
information resource reference: Augmented estimation for t-year survival with censored regression models. Biometrics. 2017 12; 73(4):1169-1178.
journal title abbreviation: Biometrics
publication date: 2017-03-10T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Meta-analysis for rare events.
PubMed Identifier: 20623822
author list: Cai T, Parast L, Ryan L
published in: Statistics in medicine
information resource reference: Meta-analysis for rare events. Stat Med. 2010 Sep 10; 29(20):2078-89.
journal title abbreviation: Stat Med
publication date: 2010-09-10T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 975537
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Associations of anthropometry and lifestyle factors with HDL subspecies according to apolipoprotein C-III.

Associations of anthropometry and lifestyle factors with HDL subspecies according to apolipoprotein C-III.
PubMed Identifier: 28365588
author list: Koch M, Furtado JD, Jiang GZ, Gray BE, Cai T, Sacks F, Tjønneland A, Overvad K, Jensen MK
published in: Journal of lipid research
information resource reference: Associations of anthropometry and lifestyle factors with HDL subspecies according to apolipoprotein C-III. J Lipid Res. 2017 06; 58(6):1196-1203.
journal title abbreviation: J Lipid Res
publication date: 2017-04-01T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Semi-parametric ROC regression analysis with placement values.
PubMed Identifier: 14744827
author list: Cai T
published in: Biostatistics (Oxford, England)
information resource reference: Semi-parametric ROC regression analysis with placement values. Biostatistics. 2004 Jan; 5(1):45-60.
journal title abbreviation: Biostatistics
publication date: 2004-01-01T00:00:00
year: 2004
type: Academic Article
type: Article
type: Document
type: Information Resource

Semi-parametric estimation of the binormal ROC curve for a continuous diagnostic test.
PubMed Identifier: 15475420
author list: Cai T, Moskowitz CS
published in: Biostatistics (Oxford, England)
information resource reference: Semi-parametric estimation of the binormal ROC curve for a continuous diagnostic test. Biostatistics. 2004 Oct; 5(4):573-86.
journal title abbreviation: Biostatistics
publication date: 2004-10-01T00:00:00
year: 2004
type: Academic Article
type: Article
type: Document
type: Information Resource

Combining predictors for classification using the area under the receiver operating characteristic curve.
PubMed Identifier: 16542249
author list: Pepe MS, Cai T, Longton G
published in: Biometrics
information resource reference: Combining predictors for classification using the area under the receiver operating characteristic curve. Biometrics. 2006 Mar; 62(1):221-9.
journal title abbreviation: Biometrics
publication date: 2006-03-01T00:00:00
year: 2006
type: Academic Article
type: Article
type: Document
type: Information Resource

Predicting clustered dental implant survival using frailty methods.
PubMed Identifier: 17122171
author list: Chuang SK, Cai T
published in: Journal of dental research
information resource reference: Predicting clustered dental implant survival using frailty methods. J Dent Res. 2006 Dec; 85(12):1147-51.
journal title abbreviation: J Dent Res
publication date: 2006-12-01T00:00:00
year: 2006
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 976990
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Analysis of multiple diverse phenotypes via semiparametric canonical correlation analysis.

Analysis of multiple diverse phenotypes via semiparametric canonical correlation analysis.
PubMed Identifier: 28407213
author list: Agniel D, Cai T
published in: Biometrics
information resource reference: Analysis of multiple diverse phenotypes via semiparametric canonical correlation analysis. Biometrics. 2017 12; 73(4):1254-1265.
journal title abbreviation: Biometrics
publication date: 2017-04-13T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 979435
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Bacterial lipopolysaccharide induces expression of ABCA1 but not ABCG1 via an LXR-independent pathway.

Authorship 979657
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Regulation of the angiopoietin-like protein 3 gene by LXR.

Authorship 979410
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Phenolic acids suppress adipocyte lipolysis via activation of the nicotinic acid receptor GPR109A (HM74a/PUMA-G).

Bacterial lipopolysaccharide induces expression of ABCA1 but not ABCG1 via an LXR-independent pathway.
PubMed Identifier: 12032171
author list: Kaplan R, Gan X, Menke JG, Wright SD, Cai TQ
published in: Journal of lipid research
information resource reference: Bacterial lipopolysaccharide induces expression of ABCA1 but not ABCG1 via an LXR-independent pathway. J Lipid Res. 2002 Jun; 43(6):952-9.
journal title abbreviation: J Lipid Res
publication date: 2002-06-01T00:00:00
year: 2002
type: Academic Article
type: Article
type: Document
type: Information Resource

Phenolic acids suppress adipocyte lipolysis via activation of the nicotinic acid receptor GPR109A (HM74a/PUMA-G).
PubMed Identifier: 19136666
author list: Ren N, Kaplan R, Hernandez M, Cheng K, Jin L, Taggart AK, Zhu AY, Gan X, Wright SD, Cai TQ
published in: Journal of lipid research
information resource reference: Phenolic acids suppress adipocyte lipolysis via activation of the nicotinic acid receptor GPR109A (HM74a/PUMA-G). J Lipid Res. 2009 May; 50(5):908-14.
journal title abbreviation: J Lipid Res
publication date: 2009-01-09T00:00:00
year: 2009
type: Academic Article
type: Article
type: Document
type: Information Resource

Regulation of the angiopoietin-like protein 3 gene by LXR.
PubMed Identifier: 12518032
author list: Kaplan R, Zhang T, Hernandez M, Gan FX, Wright SD, Waters MG, Cai TQ
published in: Journal of lipid research
information resource reference: Regulation of the angiopoietin-like protein 3 gene by LXR. J Lipid Res. 2003 Jan; 44(1):136-43.
journal title abbreviation: J Lipid Res
publication date: 2003-01-01T00:00:00
year: 2003
type: Academic Article
type: Article
type: Document
type: Information Resource

Comparing costs associated with risk stratification rules for t-year survival.
PubMed Identifier: 21415016
author list: Cai T, Tian L, Lloyd-Jones DM
published in: Biostatistics (Oxford, England)
information resource reference: Comparing costs associated with risk stratification rules for t-year survival. Biostatistics. 2011 Oct; 12(4):597-609.
journal title abbreviation: Biostatistics
publication date: 2011-03-16T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Evaluating prognostic accuracy of biomarkers under competing risk.
PubMed Identifier: 22150576
author list: Zheng Y, Cai T, Jin Y, Feng Z
published in: Biometrics
information resource reference: Evaluating prognostic accuracy of biomarkers under competing risk. Biometrics. 2012 Jun; 68(2):388-96.
journal title abbreviation: Biometrics
publication date: 2011-12-07T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

The analysis of placement values for evaluating discriminatory measures.
PubMed Identifier: 15180681
author list: Pepe MS, Cai T
published in: Biometrics
information resource reference: The analysis of placement values for evaluating discriminatory measures. Biometrics. 2004 Jun; 60(2):528-35.
journal title abbreviation: Biometrics
publication date: 2004-06-01T00:00:00
year: 2004
type: Academic Article
type: Article
type: Document
type: Information Resource

The sensitivity and specificity of markers for event times.
PubMed Identifier: 16079162
author list: Cai T, Pepe MS, Zheng Y, Lumley T, Jenny NS
published in: Biostatistics (Oxford, England)
information resource reference: The sensitivity and specificity of markers for event times. Biostatistics. 2006 Apr; 7(2):182-97.
journal title abbreviation: Biostatistics
publication date: 2005-08-03T00:00:00
year: 2005
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 981621
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs.

Authorship 980780
type: Authorship
author rank in publication: 8
linked author: Cai, Tianxi
linked information resource: Apolipoprotein C-III and High-Density Lipoprotein Subspecies Defined by Apolipoprotein C-III in Relation to Diabetes Risk.

Authorship 983340
type: Authorship
author rank in publication: 2
linked author: Cai, Tianxi
linked information resource: Testing Differential Networks with Applications to Detecting Gene-by-Gene Interactions.

Apolipoprotein C-III and High-Density Lipoprotein Subspecies Defined by Apolipoprotein C-III in Relation to Diabetes Risk.
PubMed Identifier: 28520887
author list: Aroner SA, Yang M, Li J, Furtado JD, Sacks FM, Tjønneland A, Overvad K, Cai T, Jensen MK
published in: American journal of epidemiology
information resource reference: Apolipoprotein C-III and High-Density Lipoprotein Subspecies Defined by Apolipoprotein C-III in Relation to Diabetes Risk. Am J Epidemiol. 2017 Sep 15; 186(6):736-744.
journal title abbreviation: Am J Epidemiol
publication date: 2017-09-15T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs.
PubMed Identifier: 28503101
author list: Neykov M, Liu JS, Cai T
published in: Journal of machine learning research : JMLR
information resource reference: L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs. J Mach Learn Res. 2016 May; 17(1):2976-3012.
journal title abbreviation: J Mach Learn Res
publication date: 2016-05-01T00:00:00
year: 2016
type: Academic Article
type: Article
type: Document
type: Information Resource

Testing Differential Networks with Applications to Detecting Gene-by-Gene Interactions.
PubMed Identifier: 28502988
author list: Xia Y, Cai T, Cai TT
published in: Biometrika
information resource reference: Testing Differential Networks with Applications to Detecting Gene-by-Gene Interactions. Biometrika. 2015 Jun; 102(2):247-266.
journal title abbreviation: Biometrika
publication date: 2015-03-02T00:00:00
year: 2015
type: Academic Article
type: Article
type: Document
type: Information Resource

Initial evaluation of coronary images from 320-detector row computed tomography.
PubMed Identifier: 18368512
author list: Rybicki FJ, Otero HJ, Steigner ML, Vorobiof G, Nallamshetty L, Mitsouras D, Ersoy H, Mather RT, Judy PF, Cai T, Coyner K, Schultz K, Whitmore AG, Di Carli MF
published in: The international journal of cardiovascular imaging
information resource reference: Initial evaluation of coronary images from 320-detector row computed tomography. Int J Cardiovasc Imaging. 2008 Jun; 24(5):535-46.
journal title abbreviation: Int J Cardiovasc Imaging
publication date: 2008-03-27T00:00:00
year: 2008
type: Academic Article
type: Article
type: Document
type: Information Resource

Joint effects of common genetic variants on the risk for type 2 diabetes in U.S. men and women of European ancestry.
PubMed Identifier: 19380854
author list: Cornelis MC, Qi L, Zhang C, Kraft P, Manson J, Cai T, Hunter DJ, Hu FB
published in: Annals of internal medicine
information resource reference: Joint effects of common genetic variants on the risk for type 2 diabetes in U.S. men and women of European ancestry. Ann Intern Med. 2009 Apr 21; 150(8):541-50.
journal title abbreviation: Ann Intern Med
publication date: 2009-04-21T00:00:00
year: 2009
type: Academic Article
type: Article
type: Document
type: Information Resource

Hazard regression for interval-censored data with penalized spline.
PubMed Identifier: 14601758
author list: Cai T, Betensky RA
published in: Biometrics
information resource reference: Hazard regression for interval-censored data with penalized spline. Biometrics. 2003 Sep; 59(3):570-9.
journal title abbreviation: Biometrics
publication date: 2003-09-01T00:00:00
year: 2003
type: Academic Article
type: Article
type: Document
type: Information Resource

Joint inferences on vaccine efficacy against infection and disease with application to the first HIV vaccine efficacy trial.
PubMed Identifier: 16892911
author list: Cai T, Gilbert PB, Self SG
published in: Journal of biopharmaceutical statistics
information resource reference: Joint inferences on vaccine efficacy against infection and disease with application to the first HIV vaccine efficacy trial. J Biopharm Stat. 2006; 16(4):517-38.
journal title abbreviation: J Biopharm Stat
publication date: 2006-01-01T00:00:00
year: 2006
type: Academic Article
type: Article
type: Document
type: Information Resource

https://connects.catalyst.harvard.edu/Profiles/profile/828312
PubMed Identifier: 17668917
author list: Ware JH, Cai T
published in: Statistics in medicine
information resource reference: Comments on 'Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond' by M. J. Pencina et al., Statistics in Medicine (DOI: 10.1002/sim.2929). Stat Med. 2008 Jan 30; 27(2):185-7.
journal title abbreviation: Stat Med
publication date: 2008-01-30T00:00:00
year: 2008
type: Academic Article
type: Article
type: Document
type: Information Resource
label: Comments on 'Evaluating the added predictive ability of a new marker: From area under the ROC curve to reclassification and beyond' by M. J. Pencina et al., Statistics in Medicine (DOI: 10.1002/sim.2929).

Authorship 990054
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Learning a Comorbidity-Driven Taxonomy of Pediatric Pulmonary Hypertension.

Learning a Comorbidity-Driven Taxonomy of Pediatric Pulmonary Hypertension.
PubMed Identifier: 28611076
author list: Ong MS, Mullen MP, Austin ED, Szolovits P, Natter MD, Geva A, Cai T, Kong SW, Mandl KD
published in: Circulation research
information resource reference: Learning a Comorbidity-Driven Taxonomy of Pediatric Pulmonary Hypertension. Circ Res. 2017 Aug 04; 121(4):341-353.
journal title abbreviation: Circ Res
publication date: 2017-06-13T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

A Computable Phenotype Improves Cohort Ascertainment in a Pediatric Pulmonary Hypertension Registry.
PubMed Identifier: 28625502
author list: Geva A, Gronsbell JL, Cai T, Cai T, Murphy SN, Lyons JC, Heinz MM, Natter MD, Patibandla N, Bickel J, Mullen MP, Mandl KD
published in: The Journal of pediatrics
information resource reference: A Computable Phenotype Improves Cohort Ascertainment in a Pediatric Pulmonary Hypertension Registry. J Pediatr. 2017 09; 188:224-231.e5.
journal title abbreviation: J Pediatr
publication date: 2017-06-16T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 990815
type: Authorship
author rank in publication: 3
linked author: Cai, Tianxi
linked information resource: A Computable Phenotype Improves Cohort Ascertainment in a Pediatric Pulmonary Hypertension Registry.

Using electronic medical records to enable large-scale studies in psychiatry: treatment resistant depression as a model.
PubMed Identifier: 21682950
author list: Perlis RH, Iosifescu DV, Castro VM, Murphy SN, Gainer VS, Minnier J, Cai T, Goryachev S, Zeng Q, Gallagher PJ, Fava M, Weilburg JB, Churchill SE, Kohane IS, Smoller JW
published in: Psychological medicine
information resource reference: Using electronic medical records to enable large-scale studies in psychiatry: treatment resistant depression as a model. Psychol Med. 2012 Jan; 42(1):41-50.
journal title abbreviation: Psychol Med
publication date: 2011-06-20T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 996802
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Origins of lymphatic and distant metastases in human colorectal cancer.

Origins of lymphatic and distant metastases in human colorectal cancer.
PubMed Identifier: 28684519
author list: Naxerova K, Reiter JG, Brachtel E, Lennerz JK, van de Wetering M, Rowan A, Cai T, Clevers H, Swanton C, Nowak MA, Elledge SJ, Jain RK
published in: Science (New York, N.Y.)
information resource reference: Origins of lymphatic and distant metastases in human colorectal cancer. Science. 2017 Jul 07; 357(6346):55-60.
journal title abbreviation: Science
publication date: 2017-07-07T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Frailty approach for the analysis of clustered failure time observations in dental research.
PubMed Identifier: 15615876
author list: Chuang SK, Cai T, Douglass CW, Wei LJ, Dodson TB
published in: Journal of dental research
information resource reference: Frailty approach for the analysis of clustered failure time observations in dental research. J Dent Res. 2005 Jan; 84(1):54-8.
journal title abbreviation: J Dent Res
publication date: 2005-01-01T00:00:00
year: 2005
type: Academic Article
type: Article
type: Document
type: Information Resource

Genetic susceptibility to coronary heart disease in type 2 diabetes: 3 independent studies.
PubMed Identifier: 22152955
author list: Qi L, Parast L, Cai T, Powers C, Gervino EV, Hauser TH, Hu FB, Doria A
published in: Journal of the American College of Cardiology
information resource reference: Genetic susceptibility to coronary heart disease in type 2 diabetes: 3 independent studies. J Am Coll Cardiol. 2011 Dec 13; 58(25):2675-82.
journal title abbreviation: J Am Coll Cardiol
publication date: 2011-12-13T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Semiparametric models of time-dependent predictive values of prognostic biomarkers.
PubMed Identifier: 19397579
author list: Zheng Y, Cai T, Stanford JL, Feng Z
published in: Biometrics
information resource reference: Semiparametric models of time-dependent predictive values of prognostic biomarkers. Biometrics. 2010 Mar; 66(1):50-60.
journal title abbreviation: Biometrics
publication date: 2009-04-13T00:00:00
year: 2009
type: Academic Article
type: Article
type: Document
type: Information Resource

Incorporating short-term outcome information to predict long-term survival with discrete markers.
PubMed Identifier: 21337601
author list: Parast L, Cheng SC, Cai T
published in: Biometrical journal. Biometrische Zeitschrift
information resource reference: Incorporating short-term outcome information to predict long-term survival with discrete markers. Biom J. 2011 Mar; 53(2):294-307.
journal title abbreviation: Biom J
publication date: 2011-02-21T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1001800
type: Authorship
author rank in publication: 11
linked author: Cai, Tianxi
linked information resource: Association of intracranial aneurysm rupture with smoking duration, intensity, and cessation.

Authorship 1004539
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Alcohol Consumption and Aneurysmal Subarachnoid Hemorrhage.

Association of intracranial aneurysm rupture with smoking duration, intensity, and cessation.
PubMed Identifier: 28855408
author list: Can A, Castro VM, Ozdemir YH, Dagen S, Yu S, Dligach D, Finan S, Gainer V, Shadick NA, Murphy S, Cai T, Savova G, Dammers R, Weiss ST, Du R
published in: Neurology
information resource reference: Association of intracranial aneurysm rupture with smoking duration, intensity, and cessation. Neurology. 2017 Sep 26; 89(13):1408-1415.
journal title abbreviation: Neurology
publication date: 2017-08-30T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Alcohol Consumption and Aneurysmal Subarachnoid Hemorrhage.
PubMed Identifier: 28752411
author list: Can A, Castro VM, Ozdemir YH, Dagen S, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R
published in: Translational stroke research
information resource reference: Alcohol Consumption and Aneurysmal Subarachnoid Hemorrhage. Transl Stroke Res. 2018 02; 9(1):13-19.
journal title abbreviation: Transl Stroke Res
publication date: 2017-07-27T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Robust prediction of t-year survival with data from multiple studies.
PubMed Identifier: 20670303
author list: Cai T, Gerds TA, Zheng Y, Chen J
published in: Biometrics
information resource reference: Robust prediction of t-year survival with data from multiple studies. Biometrics. 2011 Jun; 67(2):436-44.
journal title abbreviation: Biometrics
publication date: 2010-07-28T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Evaluating prognostic accuracy of biomarkers in nested case-control studies.
PubMed Identifier: 21856652
author list: Cai T, Zheng Y
published in: Biostatistics (Oxford, England)
information resource reference: Evaluating prognostic accuracy of biomarkers in nested case-control studies. Biostatistics. 2012 Jan; 13(1):89-100.
journal title abbreviation: Biostatistics
publication date: 2011-08-19T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Genomewide association studies of suicide attempts in US soldiers.
PubMed Identifier: 28902444
author list: Stein MB, Ware EB, Mitchell C, Chen CY, Borja S, Cai T, Dempsey CL, Fullerton CS, Gelernter J, Heeringa SG, Jain S, Kessler RC, Naifeh JA, Nock MK, Ripke S, Sun X, Beckham JC, Kimbrel NA, Ursano RJ, Smoller JW
published in: American journal of medical genetics. Part B, Neuropsychiatric genetics : the official publication of the International Society of Psychiatric Genetics
information resource reference: Genomewide association studies of suicide attempts in US soldiers. Am J Med Genet B Neuropsychiatr Genet. 2017 Dec; 174(8):786-797.
journal title abbreviation: Am J Med Genet B Neuropsychiatr Genet
publication date: 2017-09-13T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Robust combination of multiple diagnostic tests for classifying censored event times.
PubMed Identifier: 18056687
author list: Cai T, Cheng S
published in: Biostatistics (Oxford, England)
information resource reference: Robust combination of multiple diagnostic tests for classifying censored event times. Biostatistics. 2008 Apr; 9(2):216-33.
journal title abbreviation: Biostatistics
publication date: 2007-12-03T00:00:00
year: 2007
type: Academic Article
type: Article
type: Document
type: Information Resource

Iodinated contrast opacification gradients in normal coronary arteries imaged with prospectively ECG-gated single heart beat 320-detector row computed tomography.
PubMed Identifier: 20044512
author list: Steigner ML, Mitsouras D, Whitmore AG, Otero HJ, Wang C, Buckley O, Levit NA, Hussain AZ, Cai T, Mather RT, Smedby O, DiCarli MF, Rybicki FJ
published in: Circulation. Cardiovascular imaging
information resource reference: Iodinated contrast opacification gradients in normal coronary arteries imaged with prospectively ECG-gated single heart beat 320-detector row computed tomography. Circ Cardiovasc Imaging. 2010 Mar; 3(2):179-86.
journal title abbreviation: Circ Cardiovasc Imaging
publication date: 2009-12-31T00:00:00
year: 2009
type: Academic Article
type: Article
type: Document
type: Information Resource

Genetic basis of autoantibody positive and negative rheumatoid arthritis risk in a multi-ethnic cohort derived from electronic health records.
PubMed Identifier: 21211616
author list: Kurreeman F, Liao K, Chibnik L, Hickey B, Stahl E, Gainer V, Li G, Bry L, Mahan S, Ardlie K, Thomson B, Szolovits P, Churchill S, Murphy SN, Cai T, Raychaudhuri S, Kohane I, Karlson E, Plenge RM
published in: American journal of human genetics
information resource reference: Genetic basis of autoantibody positive and negative rheumatoid arthritis risk in a multi-ethnic cohort derived from electronic health records. Am J Hum Genet. 2011 Jan 07; 88(1):57-69.
journal title abbreviation: Am J Hum Genet
publication date: 2011-01-07T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1014118
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: IMPROVING EFFICIENCY IN BIOMARKER INCREMENTAL VALUE EVALUATION UNDER TWO-PHASE DESIGNS.

IMPROVING EFFICIENCY IN BIOMARKER INCREMENTAL VALUE EVALUATION UNDER TWO-PHASE DESIGNS.
PubMed Identifier: 28943991
author list: Zheng Y, Brown M, Lok A, Cai T
published in: The annals of applied statistics
information resource reference: IMPROVING EFFICIENCY IN BIOMARKER INCREMENTAL VALUE EVALUATION UNDER TWO-PHASE DESIGNS. Ann Appl Stat. 2017 Jun; 11(2):638-654.
journal title abbreviation: Ann Appl Stat
publication date: 2017-07-20T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Association Between Anti-Citrullinated Fibrinogen Antibodies and Coronary Artery Disease in Rheumatoid Arthritis.
PubMed Identifier: 28992379
author list: Hejblum BP, Cui J, Lahey LJ, Cagan A, Sparks JA, Sokolove J, Cai T, Liao KP
published in: Arthritis care & research
information resource reference: Association Between Anti-Citrullinated Fibrinogen Antibodies and Coronary Artery Disease in Rheumatoid Arthritis. Arthritis Care Res (Hoboken). 2018 07; 70(7):1113-1117.
journal title abbreviation: Arthritis Care Res (Hoboken)
publication date: 2018-05-19T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1018850
type: Authorship
author rank in publication: 7
linked author: Cai, Tianxi
linked information resource: Association Between Anti-Citrullinated Fibrinogen Antibodies and Coronary Artery Disease in Rheumatoid Arthritis.

On the covariate-adjusted estimation for an overall treatment difference with data from a randomized comparative clinical trial.
PubMed Identifier: 22294672
author list: Tian L, Cai T, Zhao L, Wei LJ
published in: Biostatistics (Oxford, England)
information resource reference: On the covariate-adjusted estimation for an overall treatment difference with data from a randomized comparative clinical trial. Biostatistics. 2012 Apr; 13(2):256-73.
journal title abbreviation: Biostatistics
publication date: 2012-01-30T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Predictors of severe outcomes associated with Clostridium difficile infection in patients with inflammatory bowel disease.
PubMed Identifier: 22360370
author list: Ananthakrishnan AN, Guzman-Perez R, Gainer V, Cai T, Churchill S, Kohane I, Plenge RM, Murphy S
published in: Alimentary pharmacology & therapeutics
information resource reference: Predictors of severe outcomes associated with Clostridium difficile infection in patients with inflammatory bowel disease. Aliment Pharmacol Ther. 2012 Apr; 35(7):789-95.
journal title abbreviation: Aliment Pharmacol Ther
publication date: 2012-02-23T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Portability of an algorithm to identify rheumatoid arthritis in electronic health records.
PubMed Identifier: 22374935
author list: Carroll RJ, Thompson WK, Eyler AE, Mandelin AM, Cai T, Zink RM, Pacheco JA, Boomershine CS, Lasko TA, Xu H, Karlson EW, Perez RG, Gainer VS, Murphy SN, Ruderman EM, Pope RM, Plenge RM, Kho AN, Liao KP, Denny JC
published in: Journal of the American Medical Informatics Association : JAMIA
information resource reference: Portability of an algorithm to identify rheumatoid arthritis in electronic health records. J Am Med Inform Assoc. 2012 Jun; 19(e1):e162-9.
journal title abbreviation: J Am Med Inform Assoc
publication date: 2012-02-28T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Similar risk of depression and anxiety following surgery or hospitalization for Crohn's disease and ulcerative colitis.
PubMed Identifier: 23337479
author list: Ananthakrishnan AN, Gainer VS, Cai T, Perez RG, Cheng SC, Savova G, Chen P, Szolovits P, Xia Z, De Jager PL, Shaw S, Churchill S, Karlson EW, Kohane I, Perlis RH, Plenge RM, Murphy SN, Liao KP
published in: The American journal of gastroenterology
information resource reference: Similar risk of depression and anxiety following surgery or hospitalization for Crohn's disease and ulcerative colitis. Am J Gastroenterol. 2013 Apr; 108(4):594-601.
journal title abbreviation: Am J Gastroenterol
publication date: 2013-01-22T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1024829
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Enabling phenotypic big data with PheNorm.

Authorship 1025810
type: Authorship
author rank in publication: 12
linked author: Cai, Tianxi
linked information resource: Heroin Use Is Associated with Ruptured Saccular Aneurysms.

Enabling phenotypic big data with PheNorm.
PubMed Identifier: 29126253
author list: Yu S, Ma Y, Gronsbell J, Cai T, Ananthakrishnan AN, Gainer VS, Churchill SE, Szolovits P, Murphy SN, Kohane IS, Liao KP, Cai T
published in: Journal of the American Medical Informatics Association : JAMIA
information resource reference: Enabling phenotypic big data with PheNorm. J Am Med Inform Assoc. 2018 01 01; 25(1):54-60.
journal title abbreviation: J Am Med Inform Assoc
publication date: 2018-01-01T00:00:00
year: 2018
type: Academic Article
type: Article
type: Document
type: Information Resource

Heroin Use Is Associated with Ruptured Saccular Aneurysms.
PubMed Identifier: 29103103
author list: Can A, Castro VM, Ozdemir YH, Dagen S, Dligach D, Finan S, Yu S, Gainer V, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R
published in: Translational stroke research
information resource reference: Heroin Use Is Associated with Ruptured Saccular Aneurysms. Transl Stroke Res. 2018 08; 9(4):340-346.
journal title abbreviation: Transl Stroke Res
publication date: 2017-11-04T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Graphical procedures for evaluating overall and subject-specific incremental values from new predictors with censored event time data.
PubMed Identifier: 21504421
author list: Uno H, Cai T, Tian L, Wei LJ
published in: Biometrics
information resource reference: Graphical procedures for evaluating overall and subject-specific incremental values from new predictors with censored event time data. Biometrics. 2011 Dec; 67(4):1389-96.
journal title abbreviation: Biometrics
publication date: 2011-04-19T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Antihyperglycemic Agents Are Inversely Associated With Intracranial Aneurysm Rupture.
PubMed Identifier: 29203688
author list: Can A, Castro VM, Yu S, Dligach D, Finan S, Gainer VS, Shadick NA, Savova G, Murphy S, Cai T, Weiss ST, Du R
published in: Stroke
information resource reference: Antihyperglycemic Agents Are Inversely Associated With Intracranial Aneurysm Rupture. Stroke. 2018 01; 49(1):34-39.
journal title abbreviation: Stroke
publication date: 2017-12-04T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

The performance of risk prediction models.
PubMed Identifier: 18663757
author list: Gerds TA, Cai T, Schumacher M
published in: Biometrical journal. Biometrische Zeitschrift
information resource reference: The performance of risk prediction models. Biom J. 2008 Aug; 50(4):457-79.
journal title abbreviation: Biom J
publication date: 2008-08-01T00:00:00
year: 2008
type: Academic Article
type: Article
type: Document
type: Information Resource

A prediction model for type 2 diabetes risk among Chinese people.
PubMed Identifier: 19057891
author list: Chien K, Cai T, Hsu H, Su T, Chang W, Chen M, Lee Y, Hu FB
published in: Diabetologia
information resource reference: A prediction model for type 2 diabetes risk among Chinese people. Diabetologia. 2009 Mar; 52(3):443-50.
journal title abbreviation: Diabetologia
publication date: 2008-12-05T00:00:00
year: 2008
type: Academic Article
type: Article
type: Document
type: Information Resource

Common First-Pass CT Angiography Findings Associated With Rapid Growth Rate in Abdominal Aorta Aneurysms Between 3 and 5 cm in Largest Diameter.
PubMed Identifier: 29261347
author list: Aghayev A, Giannopoulos AA, Gronsbell J, George E, Cai T, Steigner ML, Mitsouras D, Rybicki FJ
published in: AJR. American journal of roentgenology
information resource reference: Common First-Pass CT Angiography Findings Associated With Rapid Growth Rate in Abdominal Aorta Aneurysms Between 3 and 5 cm in Largest Diameter. AJR Am J Roentgenol. 2018 Feb; 210(2):431-437.
journal title abbreviation: AJR Am J Roentgenol
publication date: 2017-12-20T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Reduced-dose CT: effect on reader evaluation in detection of pulmonary embolism.
PubMed Identifier: 18029873
author list: MacKenzie JD, Nazario-Larrieu J, Cai T, Ledbetter MS, Duran-Mendicuti MA, Judy PF, Rybicki FJ
published in: AJR. American journal of roentgenology
information resource reference: Reduced-dose CT: effect on reader evaluation in detection of pulmonary embolism. AJR Am J Roentgenol. 2007 Dec; 189(6):1371-9.
journal title abbreviation: AJR Am J Roentgenol
publication date: 2007-12-01T00:00:00
year: 2007
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1034219
type: Authorship
author rank in publication: 5
linked author: Cai, Tianxi
linked information resource: Common First-Pass CT Angiography Findings Associated With Rapid Growth Rate in Abdominal Aorta Aneurysms Between 3 and 5 cm in Largest Diameter.

Authorship 1032021
type: Authorship
author rank in publication: 10
linked author: Cai, Tianxi
linked information resource: Antihyperglycemic Agents Are Inversely Associated With Intracranial Aneurysm Rupture.

Kernel machine SNP-set analysis for censored survival outcomes in genome-wide association studies.
PubMed Identifier: 21818772
author list: Lin X, Cai T, Wu MC, Zhou Q, Liu G, Christiani DC, Lin X
published in: Genetic epidemiology
information resource reference: Kernel machine SNP-set analysis for censored survival outcomes in genome-wide association studies. Genet Epidemiol. 2011 Nov; 35(7):620-31.
journal title abbreviation: Genet Epidemiol
publication date: 2011-08-04T00:00:00
year: 2011
type: Academic Article
type: Article
type: Document
type: Information Resource

Multi-contrast high spatial resolution black blood inner volume three-dimensional fast spin echo MR imaging in peripheral vein bypass grafts.
PubMed Identifier: 20333469
author list: Rybicki FJ, Mitsouras D, Owens CD, Whitmore A, Gerhard-Herman M, Wake N, Cai T, Zhou Q, Conte MS, Creager MA, Mulkern RV
published in: The international journal of cardiovascular imaging
information resource reference: Multi-contrast high spatial resolution black blood inner volume three-dimensional fast spin echo MR imaging in peripheral vein bypass grafts. Int J Cardiovasc Imaging. 2010 Aug; 26(6):683-91.
journal title abbreviation: Int J Cardiovasc Imaging
publication date: 2010-03-24T00:00:00
year: 2010
type: Academic Article
type: Article
type: Document
type: Information Resource

Identifying genetic marker sets associated with phenotypes via an efficient adaptive score test.
PubMed Identifier: 22734045
author list: Cai T, Lin X, Carroll RJ
published in: Biostatistics (Oxford, England)
information resource reference: Identifying genetic marker sets associated with phenotypes via an efficient adaptive score test. Biostatistics. 2012 Sep; 13(4):776-90.
journal title abbreviation: Biostatistics
publication date: 2012-06-25T00:00:00
year: 2012
type: Academic Article
type: Article
type: Document
type: Information Resource

Authorship 1038303
type: Authorship
author rank in publication: 4
linked author: Cai, Tianxi
linked information resource: Robust Dynamic Risk Prediction with Longitudinal Studies.

Robust Dynamic Risk Prediction with Longitudinal Studies.
PubMed Identifier: 29335682
author list: Zhou QM, Dai W, Zheng Y, Cai T
published in: Statistical theory and related fields
information resource reference: Robust Dynamic Risk Prediction with Longitudinal Studies. Stat Theory Relat Fields. 2017; 1(2):159-170.
journal title abbreviation: Stat Theory Relat Fields
publication date: 2017-11-27T00:00:00
year: 2017
type: Academic Article
type: Article
type: Document
type: Information Resource

Model checking for ROC regression analysis.
PubMed Identifier: 17447940
author list: Cai T, Zheng Y
published in: Biometrics
information resource reference: Model checking for ROC regression analysis. Biometrics. 2007 Mar; 63(1):152-63.
journal title abbreviation: Biometrics
publication date: 2007-03-01T00:00:00
year: 2007
type: Academic Article
type: Article
type: Document
type: Information Resource

Psychiatric co-morbidity is associated with increased risk of surgery in Crohn's disease.
PubMed Identifier: 23289600
author list: Ananthakrishnan AN, Gainer VS, Perez RG, Cai T, Cheng SC, Savova G, Chen P, Szolovits P, Xia Z, De Jager PL, Shaw SY, Churchill S, Karlson EW, Kohane I, Perlis RH, Plenge RM, Murphy SN, Liao KP
published in: Alimentary pharmacology & therapeutics
information resource reference: Psychiatric co-morbidity is associated with increased risk of surgery in Crohn's disease. Aliment Pharmacol Ther. 2013 Feb; 37(4):445-54.
journal title abbreviation: Aliment Pharmacol Ther
publication date: 2013-01-07T00:00:00
year: 2013
type: Academic Article
type: Article
type: Document
type: Information Resource

Issues in genomic screening: critical values, sample sizes, and the ability to detect linkage.
PubMed Identifier: 10597516
author list: Rogus JJ, Cai T, Wei LJ
published in: Genetic epidemiology
information resource reference: Issues in genomic screening: critical values, sample sizes, and the ability to detect linkage. Genet Epidemiol. 1999; 17 Suppl 1:S697-701.
journal title abbreviation: Genet Epidemiol
publication date: 1999-01-01T00:00:00
year: 1999
type: Academic Article
type: Article
type: Document
type: Information Resource