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Jayashree Kalpathy-Cramer, Ph.D.
Title
Visiting Professor of Radiology
Institution
Massachusetts General Hospital
Department
Radiology
Address
Massachusetts General Hospital
Room 2301
149 13th Street
Charlestown MA 02129
research activities and funding
|
selected publications
|
Research
research activities and funding
The research activities and funding listed below are automatically derived from NIH ExPORTER and other sources, which might result in incorrect or missing items. Faculty can
login
to make corrections and additions.
Most Recent
|
List All
R21EY031883
(KALPATHY-CRAMER, JAYASHREE)
Sep 30, 2020 - Aug 31, 2022
NIH
Robust AI to develop risk models in retinopathy of prematurity using deep learning
Role: Principal Investigator
U01CA242879
(RUBIN, DANIEL L)
Sep 16, 2019 - Aug 31, 2022
NIH
Distributed Learning of Deep Learning Models for Cancer Research
Role: Co-Principal Investigator
U24CA180927
(KALPATHY-CRAMER, JAYASHREE)
Sep 1, 2014 - Aug 31, 2019
NIH
Informatics Tools for Optimized Imaging Biomarkers for Cancer Research&Discovery
Role: Principal Investigator
R21EY022387
(KALPATHY-CRAMER, JAYASHREE)
Sep 1, 2013 - Aug 31, 2016
NIH
Automated retinopathy of prematurity classification using machine learning
Role: Co-Principal Investigator
U01CA154601
(KALPATHY-CRAMER, JAYASHREE)
May 6, 2011 - Apr 30, 2018
NIH
Quantitative MRI of Glioblastoma Response
Role: Principal Investigator
R00LM009889
(KALPATHY-CRAMER, JAYASHREE)
Sep 15, 2009 - Apr 14, 2015
NIH
Clinical Image Retrieval: User needs assessment toolbox development & evaluation
Role: Principal Investigator
K99LM009889
(KALPATHY-CRAMER, JAYASHREE)
Sep 1, 2009 - Aug 31, 2011
NIH
Clinical Image Retrieval: User needs assessment, toolbox development &evaluation
Role: Principal Investigator
Bibliographic
selected publications
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can
login
to make corrections and additions.
Newest
|
Oldest
|
Most Cited
|
Most Discussed
|
Timeline
|
Field Summary
|
Plain Text
PMC Citations
indicate the number of times the publication was cited by articles in PubMed Central, and the
Altmetric
score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.)
Fields
are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication.
Translation
tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
Gupta S, Kumar S, Chang K, Lu C, Singh P,
Kalpathy-Cramer J
. Collaborative Privacy-preserving Approaches for Distributed Deep Learning Using Multi-Institutional Data. Radiographics. 2023 Apr; 43(4):e220107.
PMID:
36862082
.
Citations:
Fields:
Rad
Radiology
Konz N, Buda M, Gu H, Saha A, Yang J, Chledowski J, Park J, Witowski J, Geras KJ, Shoshan Y, Gilboa-Solomon F, Khapun D, Ratner V, Barkan E, Ozery-Flato M, Martí R, Omigbodun A, Marasinou C, Nakhaei N, Hsu W, Sahu P, Hossain MB, Lee J, Santos C, Przelaskowski A,
Kalpathy-Cramer J
, Bearce B, Cha K, Farahani K, Petrick N, Hadjiiski L, Drukker K, Armato SG, Mazurowski MA. A Competition, Benchmark, Code, and Data for Using Artificial Intelligence to Detect Lesions in Digital Breast Tomosynthesis. JAMA Netw Open. 2023 02 01; 6(2):e230524.
PMID:
36821110
; PMCID:
PMC9951043
.
Citations:
Fields:
Med
Medicine (General)
Eilts SK, Pfeil JM, Poschkamp B, Krohne TU, Eter N, Barth T, Guthoff R, Lagrèze W, Grundel M, Bründer MC, Busch M,
Kalpathy-Cramer J
, Chiang MF, Chan RVP, Coyner AS, Ostmo S, Campbell JP, Stahl A. Assessment of Retinopathy of Prematurity Regression and Reactivation Using an Artificial Intelligence-Based Vascular Severity Score. JAMA Netw Open. 2023 01 03; 6(1):e2251512.
PMID:
36656578
; PMCID:
PMC9857423
.
Citations:
Fields:
Med
Medicine (General)
Translation:
Humans
Sobhy M, Cole E, Jabbehdari S, Valikodath NG, Al-Khaled T, Kalinoski L, Chervinko M, Cherwek DH, Chuluunkhuu C, Shah PK, K C S, Jonas KE, Scanzera A, Yap VL, Yeh S,
Kalpathy-Cramer J
, Chiang MF, Campbell JP, Chan RVP. Operationalization of Retinopathy of Prematurity Screening by the Application of the Essential Public Health Services Framework. Int Ophthalmol Clin. 2023 Jan 01; 63(1):39-63.
PMID:
36598833
; PMCID:
PMC9839316
.
Citations:
Fields:
Oph
Ophthalmology
Translation:
Humans
Gidwani M, Chang K, Patel JB, Hoebel KV, Ahmed SR, Singh P, Fuller CD,
Kalpathy-Cramer J
. Inconsistent Partitioning and Unproductive Feature Associations Yield Idealized Radiomic Models. Radiology. 2022 Dec 20; 220715.
PMID:
36537895
.
Citations:
Fields:
Rad
Radiology
Cox M, Panagides JC,
Tabari A
,
Kalva S
,
Kalpathy-Cramer J
,
Daye D
. Risk stratification with explainable machine learning for 30-day procedure-related mortality and 30-day unplanned readmission in patients with peripheral arterial disease. PLoS One. 2022; 17(11):e0277507.
PMID:
36409699
; PMCID:
PMC9678279
.
Citations:
Fields:
Med
Medicine (General)
Sci
Science
Translation:
Humans
Lemay A, Hoebel K, Bridge CP, Befano B, De Sanjosé S, Egemen D, Rodriguez AC, Schiffman M, Campbell JP,
Kalpathy-Cramer J
. Improving the repeatability of deep learning models with Monte Carlo dropout. NPJ Digit Med. 2022 Nov 18; 5(1):174.
PMID:
36400939
; PMCID:
PMC9674698
.
Citations:
Brink L, Coombs LP, Kattil Veettil D, Kuchipudi K, Marella S, Schmidt K, Nair SS, Tilkin M, Treml C, Chang K,
Kalpathy-Cramer J
. ACR's Connect and AI-LAB technical framework. JAMIA Open. 2022 Dec; 5(4):ooac094.
PMID:
36380846
; PMCID:
PMC9651971
.
Citations:
Patel NJ
, D'Silva KM, Li MD, Hsu TYT, DiIorio M, Fu X, Cook C, Prisco L, Martin L, Vanni KMM, Zaccardelli A, Zhang Y,
Kalpathy-Cramer J
,
Sparks JA
,
Wallace ZS
. Assessing the Severity of COVID-19 Lung Injury in Rheumatic Diseases Versus the General Population Using Deep Learning-Derived Chest Radiograph Scores. Arthritis Care Res (Hoboken). 2023 03; 75(3):657-666.
PMID:
35313091
; PMCID:
PMC9081965
.
Citations:
Fields:
Rhe
Rheumatology
Kumar S, Lakshminarayanan A, Chang K, Guretno F, Mien IH,
Kalpathy-Cramer J
, Krishnaswamy P, Singh P. Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling. Distrib Collab Fed Learn Afford AI Healthc Resour Div Glob Health (2022). 2022 Sep; 13573:119-129.
PMID:
36745141
; PMCID:
PMC9890952
.
Citations:
Trivedi A, Robinson C, Blazes M, Ortiz A, Desbiens J, Gupta S, Dodhia R, Bhatraju PK, Liles WC,
Kalpathy-Cramer J
, Lee AY, Lavista Ferres JM. Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement. PLoS One. 2022; 17(10):e0274098.
PMID:
36201483
; PMCID:
PMC9536609
.
Citations:
2
Fields:
Med
Medicine (General)
Sci
Science
Translation:
Humans
Robinson-Weiss C, Patel J, Bizzo BC,
Glazer DI
, Bridge CP,
Andriole KP
,
Dabiri B
, Chin JK,
Dreyer K
,
Kalpathy-Cramer J
,
Mayo-Smith WW
. Machine Learning for Adrenal Gland Segmentation and Classification of Normal and Adrenal Masses at CT. Radiology. 2023 Feb; 306(2):e220101.
PMID:
36125375
.
Citations:
Fields:
Rad
Radiology
Translation:
Humans
Zhang M, Qu L, Singh P,
Kalpathy-Cramer J
, Rubin DL. SplitAVG: A Heterogeneity-Aware Federated Deep Learning Method for Medical Imaging. IEEE J Biomed Health Inform. 2022 09; 26(9):4635-4644.
PMID:
35749336
; PMCID:
PMC9749741
.
Citations:
Fields:
Bio
Biomedical Engineering
Med
Medical Informatics
Bridge CP, Gorman C, Pieper S, Doyle SW,
Lennerz JK
,
Kalpathy-Cramer J
, Clunie DA,
Fedorov AY
, Herrmann MD. Highdicom: a Python Library for Standardized Encoding of Image Annotations and Machine Learning Model Outputs in Pathology and Radiology. J Digit Imaging. 2022 12; 35(6):1719-1737.
PMID:
35995898
; PMCID:
PMC9712874
.
Citations:
Fields:
Dia
Diagnostic Imaging
Med
Medical Informatics
Rad
Radiology
Translation:
Humans
Coyner AS, Oh MA, Shah PK, Singh P, Ostmo S, Valikodath NG, Cole E, Al-Khaled T, Bajimaya S, K C S, Chuluunbat T, Munkhuu B, Subramanian P, Venkatapathy N, Jonas KE, Hallak JA, Chan RVP, Chiang MF,
Kalpathy-Cramer J
, Campbell JP. External Validation of a Retinopathy of Prematurity Screening Model Using Artificial Intelligence in 3 Low- and Middle-Income Populations. JAMA Ophthalmol. 2022 08 01; 140(8):791-798.
PMID:
35797036
; PMCID:
PMC9264225
.
Citations:
Fields:
Oph
Ophthalmology
Li MD, Arun NT, Aggarwal M, Gupta S, Singh P, Little BP, Mendoza DP, Corradi GCA, Takahashi MS, Ferraciolli SF,
Succi MD
,
Lang M
, Bizzo BC, Dayan I, Kitamura FC,
Kalpathy-Cramer J
. Multi-population generalizability of a deep learning-based chest radiograph severity score for COVID-19. Medicine (Baltimore). 2022 Jul 22; 101(29):e29587.
PMID:
35866818
; PMCID:
PMC9302282
.
Citations:
Fields:
Med
Medicine (General)
Translation:
Humans
Chavva IR, Crawford AL, Mazurek MH, Yuen MM, Prabhat AM, Payabvash S, Sze G, Falcone GJ, Matouk CC, de Havenon A, Kim JA, Sharma R, Schiff SJ, Rosen MS,
Kalpathy-Cramer J
,
Iglesias Gonzalez JE
,
Kimberly WT
, Sheth KN. Deep Learning Applications for Acute Stroke Management. Ann Neurol. 2022 10; 92(4):574-587.
PMID:
35689531
.
Citations:
1
Fields:
Neu
Neurology
Cole ED, Park SH, Kim SJ, Kang KB, Valikodath NG, Al-Khaled T, Patel SN, Jonas KE, Ostmo S, Coyner A, Berrocal A, Drenser KA, Nagiel A, Horowitz JD, Lee TC,
Kalpathy-Cramer J
, Chiang MF, Campbell JP, Chan RVP. Variability in Plus Disease Diagnosis using Single and Serial Images. Ophthalmol Retina. 2022 12; 6(12):1122-1129.
PMID:
35659941
.
Citations:
Fields:
Oph
Ophthalmology
Cole E, Valikodath NG, Al-Khaled T, Bajimaya S, Kc S, Chuluunbat T, Munkhuu B, Jonas KE, Chuluunkhuu C, MacKeen LD, Yap V, Hallak J, Ostmo S, Wu WC, Coyner AS, Singh P,
Kalpathy-Cramer J
, Chiang MF, Campbell JP, Chan RVP. Evaluation of an Artificial Intelligence System for Retinopathy of Prematurity Screening in Nepal and Mongolia. Ophthalmol Sci. 2022 Dec; 2(4):100165.
PMID:
36531583
; PMCID:
PMC9754980
.
Citations:
1
Ardestani A, Li MD, Chea P, Wortman JR, Medina A,
Kalpathy-Cramer J
, Wald C. External COVID-19 Deep Learning Model Validation on ACR AI-LAB: It's a Brave New World. J Am Coll Radiol. 2022 07; 19(7):891-900.
PMID:
35483438
; PMCID:
PMC8989698
.
Citations:
Fields:
Rad
Radiology
Translation:
Humans
O'Shea A
, Li MD,
Mercaldo ND
, Balthazar P,
Som A
, Yeung T,
Succi MD
, Little BP,
Kalpathy-Cramer J
,
Lee SI
. Intubation and mortality prediction in hospitalized COVID-19 patients using a combination of convolutional neural network-based scoring of chest radiographs and clinical data. BJR Open. 2022; 4(1):20210062.
PMID:
36105420
; PMCID:
PMC9459864
.
Citations:
Cox M, Reid N, Panagides JC,
Di Capua J
,
DeCarlo C
,
Dua A
,
Kalva S
,
Kalpathy-Cramer J
,
Daye D
. Interpretable Machine Learning for the Prediction of Amputation Risk Following Lower Extremity Infrainguinal Endovascular Interventions for Peripheral Arterial Disease. Cardiovasc Intervent Radiol. 2022 May; 45(5):633-640.
PMID:
35322303
.
Citations:
Fields:
Car
Cardiology
Rad
Radiology
Vas
Vascular Diseases
Translation:
Humans
Hanif A, Lu C, Chang K, Singh P, Coyner AS, Brown JM, Ostmo S, Chan RVP, Rubin D, Chiang MF,
Kalpathy-Cramer J
, Campbell JP. Federated Learning for Multicenter Collaboration in Ophthalmology: Implications for Clinical Diagnosis and Disease Epidemiology. Ophthalmol Retina. 2022 08; 6(8):650-656.
PMID:
35304305
; PMCID:
PMC9357070
.
Citations:
Fields:
Oph
Ophthalmology
Lu C, Hanif A, Singh P, Chang K, Coyner AS, Brown JM, Ostmo S, Chan RVP, Rubin D, Chiang MF, Campbell JP,
Kalpathy-Cramer J
. Federated Learning for Multicenter Collaboration in Ophthalmology: Improving Classification Performance in Retinopathy of Prematurity. Ophthalmol Retina. 2022 08; 6(8):657-663.
PMID:
35296449
.
Citations:
Fields:
Oph
Ophthalmology
Campbell JP, Chiang MF, Chen JS, Moshfeghi DM, Nudleman E, Ruambivoonsuk P, Cherwek H, Cheung CY, Singh P,
Kalpathy-Cramer J
, Ostmo S, Eydelman M, Chan RVP, Capone A. Artificial Intelligence for Retinopathy of Prematurity: Validation of a Vascular Severity Scale against International Expert Diagnosis. Ophthalmology. 2022 07; 129(7):e69-e76.
PMID:
35157950
; PMCID:
PMC9232863
.
Citations:
Fields:
Oph
Ophthalmology
Translation:
Humans
Coyner AS, Chen JS, Chang K, Singh P, Ostmo S, Chan RVP, Chiang MF,
Kalpathy-Cramer J
, Campbell JP. Synthetic Medical Images for Robust, Privacy-Preserving Training of Artificial Intelligence: Application to Retinopathy of Prematurity Diagnosis. Ophthalmol Sci. 2022 Jun; 2(2):100126.
PMID:
36249693
; PMCID:
PMC9560638
.
Citations:
1
Hanif A, Yildiz I, Tian P, Kalkanli B, Erdogmus D, Ioannidis S, Dy J,
Kalpathy-Cramer J
, Ostmo S, Jonas K, Chan RVP, Chiang MF, Campbell JP. Improved Training Efficiency for Retinopathy of Prematurity Deep Learning Models Using Comparison versus Class Labels. Ophthalmol Sci. 2022 Jun; 2(2):100122.
PMID:
36249702
; PMCID:
PMC9560533
.
Citations:
Peng J, Kim DD, Patel JB, Zeng X, Huang J, Chang K, Xun X, Zhang C, Sollee J, Wu J, Dalal DJ, Feng X, Zhou H, Zhu C, Zou B, Jin K,
Wen PY
, Boxerman JL,
Warren KE
,
Poussaint TY
, States LJ,
Kalpathy-Cramer J
, Yang L,
Huang RY
, Bai HX. Deep learning-based automatic tumor burden assessment of pediatric high-grade gliomas, medulloblastomas, and other leptomeningeal seeding tumors. Neuro Oncol. 2022 02 01; 24(2):289-299.
PMID:
34174070
; PMCID:
PMC8804897
.
Citations:
1
Fields:
Neo
Neoplasms
Neu
Neurology
Translation:
Humans
Bridge CP, Best TD, Wrobel MM, Marquardt JP, Magudia K, Javidan C, Chung JH,
Kalpathy-Cramer J
,
Andriole KP
,
Fintelmann FJ
. A Fully Automated Deep Learning Pipeline for Multi-Vertebral Level Quantification and Characterization of Muscle and Adipose Tissue on Chest CT Scans. Radiol Artif Intell. 2022 Jan; 4(1):e210080.
PMID:
35146434
; PMCID:
PMC8823460
.
Citations:
Coyner AS, Chen JS, Singh P, Schelonka RL, Jordan BK, McEvoy CT, Anderson JE, Chan RVP, Sonmez K, Erdogmus D, Chiang MF,
Kalpathy-Cramer J
, Campbell JP. Single-Examination Risk Prediction of Severe Retinopathy of Prematurity. Pediatrics. 2021 12 01; 148(6).
PMID:
34814160
; PMCID:
PMC8919718
.
Citations:
1
Fields:
Ped
Pediatrics
Translation:
Humans
Peng J, Kim DD, Patel JB, Zeng X, Huang J, Chang K, Xun X, Zhang C, Sollee J, Wu J, Dalal DJ, Feng X, Zhou H, Zhu C, Zou B, Jin K,
Wen PY
, Boxerman JL,
Warren KE
,
Poussaint TY
, States LJ,
Kalpathy-Cramer J
, Yang L,
Huang RY
, Bai HX. Corrigendum to: Deep learning-based automatic tumor burden assessment of pediatric high-grade gliomas, medulloblastomas, and other leptomeningeal seeding tumors. Neuro Oncol. 2021 Dec 01; 23(12):2124.
PMID:
34551090
; PMCID:
PMC8643473
.
Citations:
Fields:
Neo
Neoplasms
Neu
Neurology
Balagurunathan Y, Beers A, Mcnitt-Gray M, Hadjiiski L, Napel S, Goldgof D, Perez G, Arbelaez P,
Mehrtash A
,
Kapur T
, Yang E, Moon JW, Perez GB, Delgado-Gonzalo R, Farhangi MM, Amini AA, Ni R, Feng X, Bagari A, Vaidhya K, Veasey B, Safta W, Frigui H, Enguehard J, Gholipour A, Castillo LS, Daza LA, Pinsky P,
Kalpathy-Cramer J
, Farahani K. Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge. IEEE Trans Med Imaging. 2021 12; 40(12):3748-3761.
PMID:
34264825
; PMCID:
PMC9531053
.
Citations:
2
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
Chen JS, Coyner AS, Chan RVP, Hartnett ME, Moshfeghi DM, Owen LA,
Kalpathy-Cramer J
, Chiang MF, Campbell JP. Deepfakes in Ophthalmology: Applications and Realism of Synthetic Retinal Images from Generative Adversarial Networks. Ophthalmol Sci. 2021 Dec; 1(4):100079.
PMID:
36246951
; PMCID:
PMC9562356
.
Citations:
2
Kalpathy-Cramer J
, Patel JB, Bridge C, Chang K. Basic Artificial Intelligence Techniques: Evaluation of Artificial Intelligence Performance. Radiol Clin North Am. 2021 11; 59(6):941-954.
PMID:
34689879
.
Citations:
Fields:
Rad
Radiology
Translation:
Humans
Chen JS, Anderson JE, Coyner AS, Ostmo S, Sonmez K, Erdogmus D, Jordan BK, McEvoy CT, Dukhovny D, Schelonka RL, Paul Chan RV, Singh P,
Kalpathy-Cramer J
, Chiang MF, Campbell JP. Quantification of Early Neonatal Oxygen Exposure as a Risk Factor for Retinopathy of Prematurity Requiring Treatment. Ophthalmol Sci. 2021 Dec; 1(4):100070.
PMID:
36275192
; PMCID:
PMC9562374
.
Citations:
Arun N, Gaw N, Singh P, Chang K, Aggarwal M, Chen B, Hoebel K, Gupta S, Patel J, Gidwani M, Adebayo J, Li MD,
Kalpathy-Cramer J
. Assessing the Trustworthiness of Saliency Maps for Localizing Abnormalities in Medical Imaging. Radiol Artif Intell. 2021 Nov; 3(6):e200267.
PMID:
34870212
; PMCID:
PMC8637231
.
Citations:
8
Li MD, Chang K, Mei X, Bernheim A, Chung M, Steinberger S,
Kalpathy-Cramer J
, Little BP. Radiology Implementation Considerations for Artificial Intelligence (AI) Applied to COVID-19, From the AJR Special Series on AI Applications. AJR Am J Roentgenol. 2022 07; 219(1):15-23.
PMID:
34612681
.
Citations:
1
Fields:
Rad
Radiology
Translation:
Humans
PH
Public Health
Morales MA
, van den Boomen M, Nguyen C,
Kalpathy-Cramer J
,
Rosen BR
,
Stultz CM
,
Izquierdo-Garcia D
,
Catana C
. DeepStrain: A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics. Front Cardiovasc Med. 2021; 8:730316.
PMID:
34540923
; PMCID:
PMC8446607
.
Citations:
2
Mongan J,
Kalpathy-Cramer J
, Flanders A, George Linguraru M. RSNA-MICCAI Panel Discussion: Machine Learning for Radiology from Challenges to Clinical Applications. Radiol Artif Intell. 2021 Sep; 3(5):e210118.
PMID:
34617032
.
Citations:
1
Li MD,
Wood PA
,
Alkasab TK
,
Lev MH
,
Kalpathy-Cramer J
,
Succi MD
. Automated tracking of emergency department abdominal CT findings during the COVID-19 pandemic using natural language processing. Am J Emerg Med. 2021 Nov; 49:52-57.
PMID:
34062318
; PMCID:
PMC8154187
.
Citations:
Fields:
Eme
Emergency Medicine
Translation:
Humans
Cells
Li MD, Ahmed SR,
Choy E
, Lozano-Calderon SA,
Kalpathy-Cramer J
,
Chang CY
. Artificial intelligence applied to musculoskeletal oncology: a systematic review. Skeletal Radiol. 2022 Feb; 51(2):245-256.
PMID:
34013447
.
Citations:
1
Fields:
Ort
Orthopedics
Rad
Radiology
Translation:
Humans
Petrick N, Akbar S, Cha KH, Nofech-Mozes S, Sahiner B, Gavrielides MA,
Kalpathy-Cramer J
, Drukker K, Martel AL. SPIE-AAPM-NCI BreastPathQ challenge: an image analysis challenge for quantitative tumor cellularity assessment in breast cancer histology images following neoadjuvant treatment. J Med Imaging (Bellingham). 2021 May; 8(3):034501.
PMID:
33987451
; PMCID:
PMC8107263
.
Citations:
1
Talati P
, El-Abtah M, Kim D,
Dietrich J
, Fu M, Wenke M, He J, Natheir SN,
Vangel M
,
Rapalino O
, Vaynrub A,
Arrillaga-Romany I
,
Forst DA
, Yen YF,
Andronesi O
,
Kalpathy-Cramer J
,
Rosen B
,
Batchelor TT
, Gonzalez RG,
Gerstner ER
,
Ratai EM
. MR spectroscopic imaging predicts early response to anti-angiogenic therapy in recurrent glioblastoma. Neurooncol Adv. 2021 Jan-Dec; 3(1):vdab060.
PMID:
34131648
; PMCID:
PMC8193903
.
Citations:
2
Mukerji SS
,
Das S
, Alabsi H,
Brenner LN
, Jain A,
Magdamo C
, Collens SI, Ye E, Keller K, Boutros CL, Leone MJ,
Newhouse A
,
Foy B
, Li MD,
Lang M
,
Anahtar MN
, Shao YP, Ge W,
Sun H
,
Triant VA
,
Kalpathy-Cramer J
,
Higgins J
,
Rosand J
,
Robbins GK
,
Westover MB
. Prolonged Intubation in Patients With Prior Cerebrovascular Disease and COVID-19. Front Neurol. 2021; 12:642912.
PMID:
33897598
.
Citations:
3
Torrado-Carvajal A, Toschi N, Albrecht DS, Chang K, Akeju O, Kim M,
Edwards RR
, Zhang Y,
Hooker JM
, Duggento A,
Kalpathy-Cramer J
,
Napadow V
,
Loggia ML
. Thalamic neuroinflammation as a reproducible and discriminating signature for chronic low back pain. Pain. 2021 04 01; 162(4):1241-1249.
PMID:
33065737
; PMCID:
PMC7969370
.
Citations:
9
Fields:
Neu
Neurology
Psy
Psychophysiology
Translation:
Humans
Gibson LE
, Fenza RD,
Lang M
, Capriles MI, Li MD,
Kalpathy-Cramer J
, Little BP, Arora P,
Mueller AL
,
Ichinose F
,
Bittner EA
,
Berra L
, G Chang M. Right Ventricular Strain Is Common in Intubated COVID-19 Patients and Does Not Reflect Severity of Respiratory Illness. J Intensive Care Med. 2021 Aug; 36(8):900-909.
PMID:
33783269
; PMCID:
PMC8267080
.
Citations:
11
Fields:
Cri
Critical Care
Translation:
Humans
Campbell JP, Singh P, Redd TK, Brown JM, Shah PK, Subramanian P, Rajan R, Valikodath N, Cole E, Ostmo S, Chan RVP, Venkatapathy N, Chiang MF,
Kalpathy-Cramer J
. Applications of Artificial Intelligence for Retinopathy of Prematurity Screening. Pediatrics. 2021 03; 147(3).
PMID:
33637645
; PMCID:
PMC7924138
.
Citations:
5
Fields:
Ped
Pediatrics
Translation:
Humans
Robinson C, Trivedi A, Blazes M, Ortiz A, Desbiens J, Gupta S, Dodhia R, Bhatraju PK, Liles WC, Lee A,
Kalpathy-Cramer J
, Ferres JML. Deep learning models for COVID-19 chest x-ray classification: Preventing shortcut learning using feature disentanglement. medRxiv. 2021 Feb 13.
PMID:
33594382
; PMCID:
PMC7885941
.
Citations:
Li MD, Deng F, Chang K,
Kalpathy-Cramer J
,
Huang AJ
. Automated Radiology-Arthroscopy Correlation of Knee Meniscal Tears Using Natural Language Processing Algorithms. Acad Radiol. 2022 04; 29(4):479-487.
PMID:
33583713
; PMCID:
PMC8355247
.
Citations:
Fields:
Rad
Radiology
Translation:
Humans
Chen JS, Coyner AS, Ostmo S, Sonmez K, Bajimaya S, Pradhan E, Valikodath N, Cole ED, Al-Khaled T, Chan RVP, Singh P,
Kalpathy-Cramer J
, Chiang MF, Campbell JP. Deep Learning for the Diagnosis of Stage in Retinopathy of Prematurity: Accuracy and Generalizability across Populations and Cameras. Ophthalmol Retina. 2021 10; 5(10):1027-1035.
PMID:
33561545
; PMCID:
PMC8364291
.
Citations:
3
Fields:
Oph
Ophthalmology
Translation:
Humans
Lang M
, Li MD, Jiang KZ, Yoon BC, Mendoza DP,
Flores EJ
,
Rincon SP
,
Mehan WA
,
Conklin J
,
Huang SY
, Lang AL, Giao DM, Leslie-Mazwi TM,
Kalpathy-Cramer J
, Little BP,
Buch K
. Severity of Chest Imaging is Correlated with Risk of Acute Neuroimaging Findings among Patients with COVID-19. AJNR Am J Neuroradiol. 2021 05; 42(5):831-837.
PMID:
33541897
; PMCID:
PMC8115353
.
Citations:
2
Fields:
Neu
Neurology
Rad
Radiology
Translation:
Humans
Cells
Coyner AS, Chen J, Campbell JP, Ostmo S, Singh P,
Kalpathy-Cramer J
, Chiang MF. Diagnosability of Synthetic Retinal Fundus Images for Plus Disease Detection in Retinopathy of Prematurity. AMIA Annu Symp Proc. 2020; 2020:329-337.
PMID:
33936405
; PMCID:
PMC8075515
.
Citations:
Fields:
Med
Medical Informatics
Translation:
Humans
Colak E, Kitamura FC, Hobbs SB, Wu CC, Lungren MP, Prevedello LM,
Kalpathy-Cramer J
, Ball RL, Shih G, Stein A, Halabi SS, Altinmakas E, Law M, Kumar P, Manzalawi KA, Nelson Rubio DC, Sechrist JW, Germaine P, Lopez EC, Amerio T, Gupta P, Jain M, Kay FU, Lin CT, Sen S, Revels JW, Brussaard CC, Mongan J. The RSNA Pulmonary Embolism CT Dataset. Radiol Artif Intell. 2021 03; 3(2):e200254.
PMID:
33937862
; PMCID:
PMC8043364
.
Citations:
7
Li MD, Little BP,
Alkasab TK
, Mendoza DP,
Succi MD
, Shepard JO,
Lev MH
,
Kalpathy-Cramer J
. Multi-Radiologist User Study for Artificial Intelligence-Guided Grading of COVID-19 Lung Disease Severity on Chest Radiographs. Acad Radiol. 2021 04; 28(4):572-576.
PMID:
33485773
.
Citations:
1
Fields:
Rad
Radiology
Translation:
Humans
Cells
Daye D
,
Tabari A
, Kim H, Chang K,
Kamran SC
,
Hong TS
,
Kalpathy-Cramer J
,
Gee MS
. Quantitative tumor heterogeneity MRI profiling improves machine learning-based prognostication in patients with metastatic colon cancer. Eur Radiol. 2021 Aug; 31(8):5759-5767.
PMID:
33454799
.
Citations:
3
Fields:
Rad
Radiology
Translation:
Humans
Tsai EB, Simpson S, Lungren MP, Hershman M, Roshkovan L, Colak E, Erickson BJ, Shih G, Stein A,
Kalpathy-Cramer J
, Shen J, Hafez M, John S, Rajiah P, Pogatchnik BP, Mongan J, Altinmakas E, Ranschaert ER, Kitamura FC, Topff L, Moy L, Kanne JP, Wu CC. The RSNA International COVID-19 Open Radiology Database (RICORD). Radiology. 2021 04; 299(1):E204-E213.
PMID:
33399506
; PMCID:
PMC7993245
.
Citations:
21
Fields:
Rad
Radiology
Translation:
Humans
Cells
Sun H
, Jain A, Leone MJ, Alabsi HS,
Brenner LN
, Ye E, Ge W, Shao YP, Boutros CL, Wang R, Tesh RA,
Magdamo C
, Collens SI, Ganglberger W,
Bassett IV
,
Meigs JB
,
Kalpathy-Cramer J
, Li MD, Chu JT,
Dougan ML
,
Stratton LW
,
Rosand J
,
Fischl B
,
Das S
,
Mukerji SS
,
Robbins GK
,
Westover MB
. CoVA: An Acuity Score for Outpatient Screening that Predicts Coronavirus Disease 2019 Prognosis. J Infect Dis. 2021 01 04; 223(1):38-46.
PMID:
33098643
; PMCID:
PMC7665643
.
Citations:
19
Fields:
Com
Communicable Diseases
Translation:
Humans
Chung C,
Kalpathy-Cramer J
, Knopp MV, Jaffray DA. In the Era of Deep Learning, Why Reconstruct an Image at All? J Am Coll Radiol. 2021 Jan; 18(1 Pt B):170-173.
PMID:
33413895
.
Citations:
2
Fields:
Rad
Radiology
Beers A, Brown J, Chang K, Hoebel K, Patel J,
Ly KI
,
Tolaney SM
, Brastianos P,
Rosen B
,
Gerstner ER
,
Kalpathy-Cramer J
. DeepNeuro: an open-source deep learning toolbox for neuroimaging. Neuroinformatics. 2021 01; 19(1):127-140.
PMID:
32578020
.
Citations:
4
Fields:
Med
Medical Informatics
Neu
Neurology
Translation:
Humans
Li MD, Lang M, Deng F, Chang K,
Buch K
,
Rincon S
,
Mehan WA
, Leslie-Mazwi TM,
Kalpathy-Cramer J
. Analysis of Stroke Detection during the COVID-19 Pandemic Using Natural Language Processing of Radiology Reports. AJNR Am J Neuroradiol. 2021 03; 42(3):429-434.
PMID:
33334851
; PMCID:
PMC7959438
.
Citations:
5
Fields:
Neu
Neurology
Rad
Radiology
Translation:
Humans
Cells
Hoebel KV, Patel JB, Beers AL, Chang K, Singh P, Brown JM, Pinho MC,
Batchelor TT
,
Gerstner ER
,
Rosen BR
,
Kalpathy-Cramer J
. Radiomics Repeatability Pitfalls in a Scan-Rescan MRI Study of Glioblastoma. Radiol Artif Intell. 2021 Jan; 3(1):e190199.
PMID:
33842889
; PMCID:
PMC7845781
.
Citations:
10
Kirby J, Prior F, Petrick N, Hadjiski L, Farahani K, Drukker K,
Kalpathy-Cramer J
, Glide-Hurst C, El Naqa I. Introduction to special issue on datasets hosted in The Cancer Imaging Archive (TCIA). Med Phys. 2020 Dec; 47(12):6026-6028.
PMID:
33202038
.
Citations:
2
Fields:
Bio
Biophysics
Phy
Physics
Rad
Radiology
Rad
Radiotherapy
Translation:
Humans
Gerstner ER
, Emblem KE, Yen YF,
Dietrich J
,
Jordan JT
,
Catana C
, Wenchin KL,
Hooker JM
,
Duda DG
,
Rosen BR
,
Kalpathy-Cramer J
,
Jain RK
,
Batchelor TT
. Vascular dysfunction promotes regional hypoxia after bevacizumab therapy in recurrent glioblastoma patients. Neurooncol Adv. 2020 Jan-Dec; 2(1):vdaa157.
PMID:
33392506
; PMCID:
PMC7764510
.
Citations:
4
Campbell JP, Kim SJ, Brown JM, Ostmo S, Chan RVP,
Kalpathy-Cramer J
, Chiang MF. Evaluation of a Deep Learning-Derived Quantitative Retinopathy of Prematurity Severity Scale. Ophthalmology. 2021 07; 128(7):1070-1076.
PMID:
33121959
; PMCID:
PMC8076329
.
Citations:
11
Fields:
Oph
Ophthalmology
Translation:
Humans
Boxerman JL, Quarles CC, Hu LS, Erickson BJ,
Gerstner ER
, Smits M, Kaufmann TJ, Barboriak DP,
Huang RH
, Wick W, Weller M, Galanis E,
Kalpathy-Cramer J
, Shankar L, Jacobs P, Chung C, van den Bent MJ, Chang S, Al Yung WK, Cloughesy TF,
Wen PY
, Gilbert MR,
Rosen BR
, Ellingson BM, Schmainda KM. Consensus recommendations for a dynamic susceptibility contrast MRI protocol for use in high-grade gliomas. Neuro Oncol. 2020 09 29; 22(9):1262-1275.
PMID:
32516388
; PMCID:
PMC7523451
.
Citations:
31
Fields:
Neo
Neoplasms
Neu
Neurology
Translation:
Humans
Li MD, Arun NT, Aggarwal M, Gupta S, Singh P, Little BP, Mendoza DP, Corradi GCA, Takahashi MS, Ferraciolli SF,
Succi MD
,
Lang M
, Bizzo BC, Dayan I, Kitamura FC,
Kalpathy-Cramer J
. Improvement and Multi-Population Generalizability of a Deep Learning-Based Chest Radiograph Severity Score for COVID-19. medRxiv. 2020 Sep 18.
PMID:
32995811
; PMCID:
PMC7523150
.
Citations:
Zhang JL, Conlin CC, Li X, Layec G, Chang K,
Kalpathy-Cramer J
, Lee VS. Exercise-induced calf muscle hyperemia: Rapid mapping of magnetic resonance imaging using deep learning approach. Physiol Rep. 2020 08; 8(16):e14563.
PMID:
32812401
.
Citations:
3
Fields:
Phy
Physiology
Translation:
Humans
Balachandar N, Chang K,
Kalpathy-Cramer J
, Rubin DL. Corrigendum to: Accounting for data variability in multi-institutional distributed deep learning for medical imaging. J Am Med Inform Assoc. 2020 08 01; 27(8):1340.
PMID:
32594122
; PMCID:
PMC7647326
.
Citations:
2
Fields:
Med
Medical Informatics
Flanders AE, Prevedello LM, Shih G, Halabi SS,
Kalpathy-Cramer J
, Ball R, Mongan JT, Stein A, Kitamura FC, Lungren MP, Choudhary G, Cala L, Coelho L, Mogensen M, Morón F, Miller E, Ikuta I, Zohrabian V, McDonnell O, Lincoln C, Shah L, Joyner D, Agarwal A, Lee RK, Nath J. Erratum: Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. Radiol Artif Intell. 2020 Jul; 2(4):e209002.
PMID:
33939782
; PMCID:
PMC8082367
.
Citations:
3
Li MD, Arun NT, Gidwani M, Chang K, Deng F, Little BP, Mendoza DP,
Lang M
,
Lee SI
,
O'Shea A
,
Parakh A
, Singh P,
Kalpathy-Cramer J
. Automated Assessment and Tracking of COVID-19 Pulmonary Disease Severity on Chest Radiographs using Convolutional Siamese Neural Networks. Radiol Artif Intell. 2020 Jul; 2(4):e200079.
PMID:
33928256
; PMCID:
PMC7392327
.
Citations:
27
Chang K, Beers AL, Brink L, Patel JB, Singh P, Arun NT, Hoebel KV, Gaw N, Shah M, Pisano ED, Tilkin M, Coombs LP,
Dreyer KJ
, Allen B, Agarwal S,
Kalpathy-Cramer J
. Multi-Institutional Assessment and Crowdsourcing Evaluation of Deep Learning for Automated Classification of Breast Density. J Am Coll Radiol. 2020 Dec; 17(12):1653-1662.
PMID:
32592660
.
Citations:
7
Fields:
Rad
Radiology
Translation:
Humans
Sun H, Jain A, Leone MJ, Alabsi HS,
Brenner LN
, Ye E, Ge W, Shao YP, Boutros CL, Wang R, Tesh RA,
Magdamo C
, Collens SI, Ganglberger W,
Bassett IV
,
Meigs JB
,
Kalpathy-Cramer J
, Li MD, Chu JT,
Dougan M
, Stratton L,
Rosand J
,
Fischl B
,
Das S
,
Mukerji SS
,
Robbins GK
,
Westover MB
. COVID-19 Outpatient Screening: a Prediction Score for Adverse Events. medRxiv. 2020 Jun 22.
PMID:
32607523
.
Citations:
Cardenas CE, Mohamed ASR, Yang J, Gooding M, Veeraraghavan H,
Kalpathy-Cramer J
, Ng SP, Ding Y, Wang J, Lai SY, Fuller CD,
Sharp G
. Head and neck cancer patient images for determining auto-segmentation accuracy in T2-weighted magnetic resonance imaging through expert manual segmentations. Med Phys. 2020 Jun; 47(5):2317-2322.
PMID:
32418343
; PMCID:
PMC7322982
.
Citations:
1
Fields:
Bio
Biophysics
Phy
Physics
Rad
Radiology
Rad
Radiotherapy
Translation:
Humans
McNitt-Gray M, Napel S, Jaggi A, Mattonen SA, Hadjiiski L, Muzi M, Goldgof D, Balagurunathan Y, Pierce LA, Kinahan PE, Jones EF, Nguyen A, Virkud A, Chan HP, Emaminejad N, Wahi-Anwar M, Daly M, Abdalah M, Yang H, Lu L, Lv W, Rahmim A, Gastounioti A, Pati S, Bakas S, Kontos D, Zhao B,
Kalpathy-Cramer J
, Farahani K. Standardization in Quantitative Imaging: A Multicenter Comparison of Radiomic Features from Different Software Packages on Digital Reference Objects and Patient Data Sets. Tomography. 2020 06; 6(2):118-128.
PMID:
32548288
.
Citations:
21
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
Bell LC, Semmineh N, An H, Eldeniz C, Wahl R, Schmainda KM, Prah MA, Erickson BJ, Korfiatis P, Wu C, Sorace AG, Yankeelov TE, Rutledge N, Chenevert TL, Malyarenko D, Liu Y, Brenner A, Hu LS, Zhou Y, Boxerman JL, Yen YF,
Kalpathy-Cramer J
, Beers AL, Muzi M, Madhuranthakam AJ, Pinho M, Johnson B, Quarles CC. Evaluating the Use of rCBV as a Tumor Grade and Treatment Response Classifier Across NCI Quantitative Imaging Network Sites: Part II of the DSC-MRI Digital Reference Object (DRO) Challenge. Tomography. 2020 06; 6(2):203-208.
PMID:
32548297
.
Citations:
3
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
Li MD, Arun NT, Gidwani M, Chang K, Deng F, Little BP, Mendoza DP,
Lang M
,
Lee SI
,
O'Shea A
,
Parakh A
, Singh P,
Kalpathy-Cramer J
. Automated assessment of COVID-19 pulmonary disease severity on chest radiographs using convolutional Siamese neural networks. medRxiv. 2020 May 26.
PMID:
32511570
; PMCID:
PMC7274251
.
Citations:
Choi RY, Brown JM,
Kalpathy-Cramer J
, Chan RVP, Ostmo S, Chiang MF, Campbell JP. Variability in Plus Disease Identified Using a Deep Learning-Based Retinopathy of Prematurity Severity Scale. Ophthalmol Retina. 2020 10; 4(10):1016-1021.
PMID:
32380115
.
Citations:
3
Fields:
Oph
Ophthalmology
Translation:
Humans
Fedorov A
, Beichel R,
Kalpathy-Cramer J
, Clunie D, Onken M, Riesmeier J, Herz C, Bauer C, Beers A, Fillion-Robin JC, Lasso A, Pinter C, Pieper S, Nolden M, Maier-Hein K, Herrmann MD, Saltz J, Prior F,
Fennessy F
, Buatti J,
Kikinis R
. Quantitative Imaging Informatics for Cancer Research. JCO Clin Cancer Inform. 2020 05; 4:444-453.
PMID:
32392097
.
Citations:
6
Fields:
Neo
Neoplasms
Translation:
Humans
Balachandar N, Chang K,
Kalpathy-Cramer J
, Rubin DL. Accounting for data variability in multi-institutional distributed deep learning for medical imaging. J Am Med Inform Assoc. 2020 05 01; 27(5):700-708.
PMID:
32196092
.
Citations:
5
Fields:
Med
Medical Informatics
Translation:
Humans
Flanders AE, Prevedello LM, Shih G, Halabi SS,
Kalpathy-Cramer J
, Ball R, Mongan JT, Stein A, Kitamura FC, Lungren MP, Choudhary G, Cala L, Coelho L, Mogensen M, Morón F, Miller E, Ikuta I, Zohrabian V, McDonnell O, Lincoln C, Shah L, Joyner D, Agarwal A, Lee RK, Nath J. Construction of a Machine Learning Dataset through Collaboration: The RSNA 2019 Brain CT Hemorrhage Challenge. Radiol Artif Intell. 2020 05; 2(3):e190211.
PMID:
33937827
; PMCID:
PMC8082297
.
Citations:
12
Greenwald MF, Danford ID, Shahrawat M, Ostmo S, Brown J,
Kalpathy-Cramer J
, Bradshaw K, Schelonka R, Cohen HS, Chan RVP, Chiang MF, Campbell JP. Evaluation of artificial intelligence-based telemedicine screening for retinopathy of prematurity. J AAPOS. 2020 06; 24(3):160-162.
PMID:
32289490
.
Citations:
9
Fields:
Oph
Ophthalmology
Ped
Pediatrics
Translation:
Humans
PH
Public Health
Li MD, Chang K, Bearce B,
Chang CY
,
Huang AJ
, Campbell JP, Brown JM, Singh P, Hoebel KV, Erdogmus D, Ioannidis S,
Palmer WE
, Chiang MF,
Kalpathy-Cramer J
. Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging. NPJ Digit Med. 2020; 3:48.
PMID:
32258430
.
Citations:
8
Choi RY, Coyner AS,
Kalpathy-Cramer J
, Chiang MF, Campbell JP. Introduction to Machine Learning, Neural Networks, and Deep Learning. Transl Vis Sci Technol. 2020 02 27; 9(2):14.
PMID:
32704420
.
Citations:
28
Fields:
Bio
Biomedical Engineering
Oph
Ophthalmology
Kurc T, Bakas S, Ren X, Bagari A, Momeni A, Huang Y, Zhang L, Kumar A, Thibault M, Qi Q, Wang Q, Kori A, Gevaert O, Zhang Y, Shen D, Khened M, Ding X, Krishnamurthi G,
Kalpathy-Cramer J
, Davis J, Zhao T, Gupta R, Saltz J, Farahani K. Segmentation and Classification in Digital Pathology for Glioma Research: Challenges and Deep Learning Approaches. Front Neurosci. 2020; 14:27.
PMID:
32153349
; PMCID:
PMC7046596
.
Citations:
11
Yildiz VM, Tian P, Yildiz I, Brown JM,
Kalpathy-Cramer J
, Dy J, Ioannidis S, Erdogmus D, Ostmo S, Kim SJ, Chan RVP, Campbell JP, Chiang MF. Plus Disease in Retinopathy of Prematurity: Convolutional Neural Network Performance Using a Combined Neural Network and Feature Extraction Approach. Transl Vis Sci Technol. 2020 02 14; 9(2):10.
PMID:
32704416
.
Citations:
4
Fields:
Bio
Biomedical Engineering
Oph
Ophthalmology
Translation:
Humans
Scruggs BA, Chan RVP,
Kalpathy-Cramer J
, Chiang MF, Campbell JP. Artificial Intelligence in Retinopathy of Prematurity Diagnosis. Transl Vis Sci Technol. 2020 02 10; 9(2):5.
PMID:
32704411
.
Citations:
14
Fields:
Bio
Biomedical Engineering
Oph
Ophthalmology
Translation:
Humans
Bellsmith KN, Brown J, Kim SJ, Goldstein IH, Coyner A, Ostmo S, Gupta K, Chan RVP,
Kalpathy-Cramer J
, Chiang MF, Campbell JP. Aggressive Posterior Retinopathy of Prematurity: Clinical and Quantitative Imaging Features in a Large North American Cohort. Ophthalmology. 2020 08; 127(8):1105-1112.
PMID:
32197913
.
Citations:
9
Fields:
Oph
Ophthalmology
Translation:
Humans
Pan I
, Thodberg HH, Halabi SS,
Kalpathy-Cramer J
, Larson DB. Improving Automated Pediatric Bone Age Estimation Using Ensembles of Models from the 2017 RSNA Machine Learning Challenge. Radiol Artif Intell. 2019 Nov 20; 1(6):e190053.
PMID:
32090207
; PMCID:
PMC6884060
.
Citations:
12
Chang K, Beers AL, Bai HX, Brown JM,
Ly KI
, Li X, Senders JT, Kavouridis VK, Boaro A, Su C,
Bi WL
,
Rapalino O
, Liao W, Shen Q, Zhou H, Xiao B, Wang Y, Zhang PJ, Pinho MC,
Wen PY
,
Batchelor TT
, Boxerman JL,
Arnaout O
,
Rosen BR
,
Gerstner ER
, Yang L,
Huang RY
,
Kalpathy-Cramer J
. Automatic assessment of glioma burden: a deep learning algorithm for fully automated volumetric and bidimensional measurement. Neuro Oncol. 2019 11 04; 21(11):1412-1422.
PMID:
31190077
; PMCID:
PMC6827825
.
Citations:
45
Fields:
Neo
Neoplasms
Neu
Neurology
Translation:
Humans
Gerstner ER
, Emblem KE, Chang K, Vakulenko-Lagun B, Yen YF, Beers AL,
Dietrich J
,
Plotkin SR
,
Catana C
,
Hooker JM
,
Duda DG
,
Rosen B
,
Kalpathy-Cramer J
,
Jain RK
,
Batchelor T
. Bevacizumab Reduces Permeability and Concurrent Temozolomide Delivery in a Subset of Patients with Recurrent Glioblastoma. Clin Cancer Res. 2020 01 01; 26(1):206-212.
PMID:
31558474
.
Citations:
18
Fields:
Neo
Neoplasms
Translation:
Humans
Morales MA
,
Izquierdo-Garcia D
,
Aganj I
,
Kalpathy-Cramer J
,
Rosen BR
,
Catana C
. Implementation and Validation of a Three-dimensional Cardiac Motion Estimation Network. Radiol Artif Intell. 2019 Jul 17; 1(4):e180080.
PMID:
32076659
; PMCID:
PMC6677286
.
Citations:
4
Silva MA, Patel J, Kavouridis V, Gallerani T, Beers A, Chang K, Hoebel KV, Brown J,
See AP
,
Gormley WB
,
Aziz-Sultan MA
,
Kalpathy-Cramer J
,
Arnaout O
, Patel NJ. Machine Learning Models can Detect Aneurysm Rupture and Identify Clinical Features Associated with Rupture. World Neurosurg. 2019 Nov; 131:e46-e51.
PMID:
31295616
.
Citations:
14
Fields:
Neu
Neurosurgery
Translation:
Humans
Taylor S, Brown JM, Gupta K, Campbell JP, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S, Kim SJ,
Kalpathy-Cramer J
, Chiang MF. Monitoring Disease Progression With a Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning. JAMA Ophthalmol. 2019 Jul 03.
PMID:
31268518
; PMCID:
PMC6613341
.
Citations:
21
Fields:
Oph
Ophthalmology
Gupta K, Campbell JP, Taylor S, Brown JM, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S,
Kalpathy-Cramer J
, Kim SJ, Chiang MF. A Quantitative Severity Scale for Retinopathy of Prematurity Using Deep Learning to Monitor Disease Regression After Treatment. JAMA Ophthalmol. 2019 Jul 03.
PMID:
31268499
; PMCID:
PMC6613298
.
Citations:
16
Fields:
Oph
Ophthalmology
Yildiz I, Tian P, Dy J, Erdogmus D, Brown J,
Kalpathy-Cramer J
, Ostmo S, Peter Campbell J, Chiang MF, Ioannidis S. Classification and comparison via neural networks. Neural Netw. 2019 Oct; 118:65-80.
PMID:
31254769
.
Citations:
1
Fields:
Neu
Neurology
Ly KI
, Vakulenko-Lagun B, Emblem KE,
Ou Y
, Da X,
Betensky RA
,
Kalpathy-Cramer J
,
Duda DG
,
Jain RK
, Chi AS,
Plotkin SR
,
Batchelor TT
, Sorensen G,
Rosen BR
,
Gerstner ER
. Publisher Correction: Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI. Sci Rep. 2019 Jun 14; 9(1):8721.
PMID:
31197238
.
Citations:
Fields:
Sci
Science
Choudhery S,
Chou SS
, Chang K,
Kalpathy-Cramer J
,
Lehman CD
. Kinetic Analysis of Lesions Identified on a Rapid Abridged Multiphase (RAMP) Breast MRI Protocol. Acad Radiol. 2020 05; 27(5):672-681.
PMID:
31147233
.
Citations:
2
Fields:
Rad
Radiology
Translation:
Humans
Allen B, Agarwal S,
Kalpathy-Cramer J
,
Dreyer K
. Democratizing AI. J Am Coll Radiol. 2019 Jul; 16(7):961-963.
PMID:
31272590
.
Citations:
5
Fields:
Rad
Radiology
Translation:
Humans
PH
Public Health
Langlotz CP, Allen B, Erickson BJ,
Kalpathy-Cramer J
, Bigelow K, Cook TS, Flanders AE, Lungren MP, Mendelson DS, Rudie JD, Wang G, Kandarpa K. A Roadmap for Foundational Research on Artificial Intelligence in Medical Imaging: From the 2018 NIH/RSNA/ACR/The Academy Workshop. Radiology. 2019 06; 291(3):781-791.
PMID:
30990384
; PMCID:
PMC6542624
.
Citations:
60
Fields:
Rad
Radiology
Translation:
Humans
Vu QD, Graham S, Kurc T, To MNN, Shaban M, Qaiser T, Koohbanani NA, Khurram SA,
Kalpathy-Cramer J
, Zhao T, Gupta R, Kwak JT, Rajpoot N, Saltz J, Farahani K. Methods for Segmentation and Classification of Digital Microscopy Tissue Images. Front Bioeng Biotechnol. 2019; 7:53.
PMID:
31001524
; PMCID:
PMC6454006
.
Citations:
27
Bell LC, Semmineh N, An H, Eldeniz C, Wahl R, Schmainda KM, Prah MA, Erickson BJ, Korfiatis P, Wu C, Sorace AG, Yankeelov TE, Rutledge N, Chenevert TL, Malyarenko D, Liu Y, Brenner A, Hu LS, Zhou Y, Boxerman JL, Yen YF,
Kalpathy-Cramer J
, Beers AL, Muzi M, Madhuranthakam AJ, Pinho M, Johnson B, Quarles CC. Evaluating Multisite rCBV Consistency from DSC-MRI Imaging Protocols and Postprocessing Software Across the NCI Quantitative Imaging Network Sites Using a Digital Reference Object (DRO). Tomography. 2019 03; 5(1):110-117.
PMID:
30854448
; PMCID:
PMC6403027
.
Citations:
12
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
Huang W, Chen Y, Fedorov A, Li X, Jajamovich GH, Malyarenko DI, Aryal MP, LaViolette PS, Oborski MJ, O'Sullivan F, Abramson RG, Jafari-Khouzani K, Afzal A, Tudorica A, Moloney B, Gupta SN, Besa C,
Kalpathy-Cramer J
, Mountz JM, Laymon CM, Muzi M, Kinahan PE, Schmainda K, Cao Y, Chenevert TL, Taouli B, Yankeelov TE,
Fennessy F
, Li X. The Impact of Arterial Input Function Determination Variations on Prostate Dynamic Contrast-Enhanced Magnetic Resonance Imaging Pharmacokinetic Modeling: A Multicenter Data Analysis Challenge, Part II. Tomography. 2019 03; 5(1):99-109.
PMID:
30854447
; PMCID:
PMC6403046
.
Citations:
5
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
Coyner AS, Swan R, Campbell JP, Ostmo S, Brown JM,
Kalpathy-Cramer J
, Kim SJ, Jonas KE, Chan RVP, Chiang MF. Automated Fundus Image Quality Assessment in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. Ophthalmol Retina. 2019 05; 3(5):444-450.
PMID:
31044738
.
Citations:
15
Fields:
Oph
Ophthalmology
Translation:
Humans
Prevedello LM, Halabi SS, Shih G, Wu CC, Kohli MD, Chokshi FH, Erickson BJ,
Kalpathy-Cramer J
,
Andriole KP
, Flanders AE. Challenges Related to Artificial Intelligence Research in Medical Imaging and the Importance of Image Analysis Competitions. Radiol Artif Intell. 2019 Jan; 1(1):e180031.
PMID:
33937783
.
Citations:
14
Elhalawani H
, Elgohari B, Lin TA, Mohamed ASR, Fitzgerald TJ, Laurie F, Ulin K,
Kalpathy-Cramer J
, Guerrero T, Holliday EB, Russo G, Patel A, Jones W, Walker GV, Awan M, Choi M, Dagan R, Mahmoud O, Shapiro A, Kong FS, Gomez D, Zeng J, Decker R, Spoelstra FOB, Gaspar LE, Kachnic LA, Thomas CR, Okunieff P, Fuller CD. An in-silico quality assurance study of contouring target volumes in thoracic tumors within a cooperative group setting. Clin Transl Radiat Oncol. 2019 Feb; 15:83-92.
PMID:
30775563
; PMCID:
PMC6365802
.
Citations:
Coyner AS, Swan R, Brown JM,
Kalpathy-Cramer J
, Kim SJ, Campbell JP, Jonas KE, Ostmo S, Chan RVP, Chiang MF. Deep Learning for Image Quality Assessment of Fundus Images in Retinopathy of Prematurity. AMIA Annu Symp Proc. 2018; 2018:1224-1232.
PMID:
30815164
; PMCID:
PMC6371336
.
Citations:
9
Fields:
Med
Medical Informatics
Translation:
Humans
Halabi SS, Prevedello LM,
Kalpathy-Cramer J
, Mamonov AB, Bilbily A, Cicero M,
Pan I
, Pereira LA, Sousa RT, Abdala N, Kitamura FC, Thodberg HH, Chen L, Shih G,
Andriole K
, Kohli MD, Erickson BJ, Flanders AE. The RSNA Pediatric Bone Age Machine Learning Challenge. Radiology. 2019 02; 290(2):498-503.
PMID:
30480490
; PMCID:
PMC6358027
.
Citations:
51
Fields:
Rad
Radiology
Translation:
Humans
Redd TK, Campbell JP, Brown JM, Kim SJ, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S,
Kalpathy-Cramer J
, Chiang MF. Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity. Br J Ophthalmol. 2018 Nov 23.
PMID:
30470715
.
Citations:
34
Fields:
Oph
Ophthalmology
Ly KI
, Vakulenko-Lagun B, Emblem KE,
Ou Y
, Da X,
Betensky RA
,
Kalpathy-Cramer J
,
Duda DG
,
Jain RK
, Chi AS,
Plotkin SR
,
Batchelor TT
, Sorensen G,
Rosen BR
,
Gerstner ER
. Probing tumor microenvironment in patients with newly diagnosed glioblastoma during chemoradiation and adjuvant temozolomide with functional MRI. Sci Rep. 2018 11 20; 8(1):17062.
PMID:
30459364
.
Citations:
8
Fields:
Sci
Science
Translation:
Humans
Armato SG, Huisman H, Drukker K, Hadjiiski L, Kirby JS, Petrick N, Redmond G, Giger ML, Cha K, Mamonov A,
Kalpathy-Cramer J
, Farahani K. PROSTATEx Challenges for computerized classification of prostate lesions from multiparametric magnetic resonance images. J Med Imaging (Bellingham). 2018 Oct; 5(4):044501.
PMID:
30840739
.
Citations:
24
Lee A, Taylor P,
Kalpathy-Cramer J
, Tufail A. Reply. Ophthalmology. 2018 12; 125(12):e86.
PMID:
30343936
.
Citations:
Fields:
Oph
Ophthalmology
Ou Y
, Zöllei L, Da X, Retzepi K,
Murphy SN
,
Gerstner ER
,
Rosen BR
, Grant PE,
Kalpathy-Cramer J
,
Gollub RL
. Field of View Normalization in Multi-Site Brain MRI. Neuroinformatics. 2018 10; 16(3-4):431-444.
PMID:
29353341
.
Citations:
8
Fields:
Med
Medical Informatics
Neu
Neurology
Translation:
Humans
Winzeck S, Hakim A, McKinley R, Pinto JAADSR, Alves V, Silva C, Pisov M, Krivov E, Belyaev M, Monteiro M, Oliveira A, Choi Y, Paik MC, Kwon Y, Lee H, Kim BJ, Won JH, Islam M, Ren H, Robben D, Suetens P, Gong E, Niu Y, Xu J, Pauly JM, Lucas C, Heinrich MP, Rivera LC, Castillo LS, Daza LA, Beers AL, Arbelaezs P, Maier O, Chang K, Brown JM,
Kalpathy-Cramer J
, Zaharchuk G, Wiest R, Reyes M. ISLES 2016 and 2017-Benchmarking Ischemic Stroke Lesion Outcome Prediction Based on Multispectral MRI. Front Neurol. 2018; 9:679.
PMID:
30271370
; PMCID:
PMC6146088
.
Citations:
28
Robins M,
Kalpathy-Cramer J
, Obuchowski NA, Buckler A, Athelogou M, Jarecha R, Petrick N, Pezeshk A, Sahiner B, Samei E. Evaluation of Simulated Lesions as Surrogates to Clinical Lesions for Thoracic CT Volumetry: The Results of an International Challenge. Acad Radiol. 2019 07; 26(7):e161-e173.
PMID:
30219290
.
Citations:
Fields:
Rad
Radiology
Translation:
Humans
Ng SP, Dyer BA,
Kalpathy-Cramer J
, Mohamed ASR, Awan MJ, Gunn GB, Phan J, Zafereo M, Debnam JM, Lewis CM, Colen RR, Kupferman ME, Guha-Thakurta N, Canahuate G, Marai GE, Vock D, Hamilton B, Holland J, Cardenas CE, Lai S, Rosenthal D, Fuller CD. A prospective in silico analysis of interdisciplinary and interobserver spatial variability in post-operative target delineation of high-risk oral cavity cancers: Does physician specialty matter? Clin Transl Radiat Oncol. 2018 Aug; 12:40-46.
PMID:
30148217
; PMCID:
PMC6105928
.
Citations:
5
Chang K, Balachandar N, Lam C, Yi D, Brown J, Beers A,
Rosen B
, Rubin DL,
Kalpathy-Cramer J
. Distributed deep learning networks among institutions for medical imaging. J Am Med Inform Assoc. 2018 08 01; 25(8):945-954.
PMID:
29617797
; PMCID:
PMC6077811
.
Citations:
56
Fields:
Med
Medical Informatics
Translation:
Humans
Brown JM, Campbell JP, Beers A, Chang K, Ostmo S, Chan RVP, Dy J, Erdogmus D, Ioannidis S,
Kalpathy-Cramer J
, Chiang MF. Automated Diagnosis of Plus Disease in Retinopathy of Prematurity Using Deep Convolutional Neural Networks. JAMA Ophthalmol. 2018 07 01; 136(7):803-810.
PMID:
29801159
; PMCID:
PMC6136045
.
Citations:
114
Fields:
Oph
Ophthalmology
Translation:
Humans
Kim SJ, Campbell JP,
Kalpathy-Cramer J
, Ostmo S, Jonas KE, Choi D, Chan RVP, Chiang MF. Accuracy and Reliability of Eye-Based vs Quadrant-Based Diagnosis of Plus Disease in Retinopathy of Prematurity. JAMA Ophthalmol. 2018 06 01; 136(6):648-655.
PMID:
29710185
; PMCID:
PMC6145779
.
Citations:
6
Fields:
Oph
Ophthalmology
Translation:
Humans
Schmainda KM, Prah MA, Rand SD, Liu Y, Logan B, Muzi M, Rane SD, Da X, Yen YF,
Kalpathy-Cramer J
, Chenevert TL, Hoff B, Ross B, Cao Y, Aryal MP, Erickson B, Korfiatis P, Dondlinger T, Bell L, Hu L, Kinahan PE, Quarles CC. Multisite Concordance of DSC-MRI Analysis for Brain Tumors: Results of a National Cancer Institute Quantitative Imaging Network Collaborative Project. AJNR Am J Neuroradiol. 2018 06; 39(6):1008-1016.
PMID:
29794239
.
Citations:
16
Fields:
Neu
Neurology
Rad
Radiology
Translation:
Humans
Balagurunathan Y, Beers A,
Kalpathy-Cramer J
, McNitt-Gray M, Hadjiiski L, Zhao B, Zhu J, Yang H, Yip SSF,
Aerts HJWL
, Napel S, Cherezov D, Cha K, Chan HP, Flores C, Garcia A, Gillies R, Goldgof D. Erratum: Semi-automated pulmonary nodule interval segmentation using the NLST data. Med Phys. 2018 Jun; 45(6):2689-2690.
PMID:
29894564
.
Citations:
1
Fields:
Bio
Biophysics
Phy
Physics
Rad
Radiology
Rad
Radiotherapy
Balagurunathan Y, Beers A,
Kalpathy-Cramer J
, McNitt-Gray M, Hadjiiski L, Zhao B, Zhu J, Yang H, Yip SSF,
Aerts HJWL
, Napel S, Cherezov D, Cha K, Chan HP, Flores C, Garcia A, Gillies R, Goldgof D. Semi-automated pulmonary nodule interval segmentation using the NLST data. Med Phys. 2018 Mar; 45(3):1093-1107.
PMID:
29363773
; PMCID:
PMC5952359
.
Citations:
8
Fields:
Bio
Biophysics
Phy
Physics
Rad
Radiology
Rad
Radiotherapy
Translation:
Humans
PH
Public Health
Prust ML, Jafari-Khouzani K,
Kalpathy-Cramer J
, Polaskova P,
Batchelor TT
,
Gerstner ER
,
Dietrich J
. Standard chemoradiation in combination with VEGF targeted therapy for glioblastoma results in progressive gray and white matter volume loss. Neuro Oncol. 2018 01 22; 20(2):289-291.
PMID:
29315410
; PMCID:
PMC5777497
.
Citations:
3
Fields:
Neo
Neoplasms
Neu
Neurology
Translation:
Humans
Lee A, Taylor P,
Kalpathy-Cramer J
, Tufail A. Machine Learning Has Arrived! Ophthalmology. 2017 12; 124(12):1726-1728.
PMID:
29157423
.
Citations:
31
Fields:
Oph
Ophthalmology
Translation:
Humans
Lauer A, Da X, Hansen MB, Boulouis G,
Ou Y
, Cai X, Liberato Celso Pedrotti A,
Kalpathy-Cramer J
, Caruso P,
Hayden DL
,
Rost N
, Mouridsen K,
Eichler FS
,
Rosen B
,
Musolino PL
. ABCD1 dysfunction alters white matter microvascular perfusion. Brain. 2017 Dec 01; 140(12):3139-3152.
PMID:
29136088
; PMCID:
PMC5841142
.
Citations:
7
Fields:
Bra
Brain
Neu
Neurology
Translation:
Humans
Shazeeb MS,
Kalpathy-Cramer J
, Issa B. MRI Simulation Study Investigating Effects of Vessel Topology, Diffusion, and Susceptibility on Transverse Relaxation Rates Using a Cylinder Fork Model. Sci Rep. 2017 11 24; 7(1):16223.
PMID:
29176647
.
Citations:
1
Fields:
Sci
Science
Translation:
Humans
Cells
Chang K, Bai HX, Zhou H, Su C,
Bi WL
, Agbodza E, Kavouridis VK, Senders JT, Boaro A, Beers A,
Zhang B
, Capellini A, Liao W, Shen Q, Li X, Xiao B, Cryan J, Ramkissoon S, Ramkissoon L,
Ligon K
,
Wen PY
, Bindra RS, Woo J,
Arnaout O
,
Gerstner ER
, Zhang PJ,
Rosen BR
, Yang L,
Huang RY
,
Kalpathy-Cramer J
. Residual Convolutional Neural Network for the Determination of IDH Status in Low- and High-Grade Gliomas from MR Imaging. Clin Cancer Res. 2018 03 01; 24(5):1073-1081.
PMID:
29167275
; PMCID:
PMC6051535
.
Citations:
107
Fields:
Neo
Neoplasms
Translation:
Humans
Farrar CT
,
Gale EM
, Kennan R, Ramsay I, Masia R, Arora G, Looby K, Wei L,
Kalpathy-Cramer J
, Bunzel MM, Zhang C, Zhu Y, Akiyama TE, Klimas M, Pinto S, Diyabalanage H,
Tanabe KK
, Humblet V, Fuchs BC,
Caravan P
. CM-101: Type I Collagen-targeted MR Imaging Probe for Detection of Liver Fibrosis. Radiology. 2018 05; 287(2):581-589.
PMID:
29156148
; PMCID:
PMC5929363
.
Citations:
20
Fields:
Rad
Radiology
Translation:
Animals
Newitt DC, Malyarenko D, Chenevert TL, Quarles CC, Bell L,
Fedorov A
,
Fennessy F
, Jacobs MA, Solaiyappan M, Hectors S, Taouli B, Muzi M, Kinahan PE, Schmainda KM, Prah MA, Taber EN, Kroenke C, Huang W, Arlinghaus LR, Yankeelov TE, Cao Y, Aryal M,
Yen YF
,
Kalpathy-Cramer J
, Shukla-Dave A, Fung M, Liang J, Boss M, Hylton N. Multisite concordance of apparent diffusion coefficient measurements across the NCI Quantitative Imaging Network. J Med Imaging (Bellingham). 2018 Jan; 5(1):011003.
PMID:
29021993
; PMCID:
PMC5633866
.
Citations:
15
Zhou M, Scott J, Chaudhury B, Hall L, Goldgof D, Yeom KW, Iv M,
Ou Y
,
Kalpathy-Cramer J
, Napel S, Gillies R, Gevaert O, Gatenby R. Radiomics in Brain Tumor: Image Assessment, Quantitative Feature Descriptors, and Machine-Learning Approaches. AJNR Am J Neuroradiol. 2018 02; 39(2):208-216.
PMID:
28982791
.
Citations:
99
Fields:
Neu
Neurology
Rad
Radiology
Translation:
Humans
Bane O, Hectors SJ, Wagner M, Arlinghaus LL, Aryal MP, Cao Y, Chenevert TL,
Fennessy F
, Huang W, Hylton NM,
Kalpathy-Cramer J
, Keenan KE, Malyarenko DI,
Mulkern RV
, Newitt DC, Russek SE, Stupic KF, Tudorica A, Wilmes LJ, Yankeelov TE, Yen YF, Boss MA, Taouli B. Accuracy, repeatability, and interplatform reproducibility of T1 quantification methods used for DCE-MRI: Results from a multicenter phantom study. Magn Reson Med. 2018 05; 79(5):2564-2575.
PMID:
28913930
; PMCID:
PMC5821553
.
Citations:
32
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
A Multi-Institutional Comparison of Dynamic Contrast-Enhanced Magnetic Resonance Imaging Parameter Calculations. Sci Rep. 2017 09 11; 7(1):11185.
PMID:
28894197
.
Citations:
9
Fields:
Sci
Science
Translation:
Humans
Saltz J, Almeida J, Gao Y, Sharma A, Bremer E, DiPrima T, Saltz M,
Kalpathy-Cramer J
, Kurc T. Towards Generation, Management, and Exploration of Combined Radiomics and Pathomics Datasets for Cancer Research. AMIA Jt Summits Transl Sci Proc. 2017; 2017:85-94.
PMID:
28815113
; PMCID:
PMC5543366
.
Citations:
20
Moleta C, Campbell JP,
Kalpathy-Cramer J
, Chan RVP, Ostmo S, Jonas K, Chiang MF. Plus Disease in Retinopathy of Prematurity: Diagnostic Trends in 2016 Versus 2007. Am J Ophthalmol. 2017 Apr; 176:70-76.
PMID:
28087400
; PMCID:
PMC5376516
.
Citations:
6
Fields:
Oph
Ophthalmology
Translation:
Humans
Farahani K,
Kalpathy-Cramer J
, Chenevert TL, Rubin DL, Sunderland JJ, Nordstrom RJ, Buatti J, Hylton N. Computational Challenges and Collaborative Projects in the NCI Quantitative Imaging Network. Tomography. 2016 Dec; 2(4):242-249.
PMID:
28798963
; PMCID:
PMC5548142
.
Citations:
7
Fields:
Dia
Diagnostic Imaging
Kalpathy-Cramer J
, Mamomov A, Zhao B, Lu L, Cherezov D, Napel S, Echegaray S, Rubin D, McNitt-Gray M, Lo P, Sieren JC, Uthoff J, Dilger SK, Driscoll B, Yeung I, Hadjiiski L, Cha K, Balagurunathan Y, Gillies R, Goldgof D. Radiomics of Lung Nodules: A Multi-Institutional Study of Robustness and Agreement of Quantitative Imaging Features. Tomography. 2016 Dec; 2(4):430-437.
PMID:
28149958
; PMCID:
PMC5279995
.
Citations:
59
Fields:
Dia
Diagnostic Imaging
Hansen MB, Tietze A,
Kalpathy-Cramer J
,
Gerstner ER
,
Batchelor TT
, Østergaard L, Mouridsen K. Reliable estimation of microvascular flow patterns in patients with disrupted blood-brain barrier using dynamic susceptibility contrast MRI. J Magn Reson Imaging. 2017 08; 46(2):537-549.
PMID:
27902858
.
Citations:
5
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
Kalpathy-Cramer J
, Chandra V, Da X,
Ou Y
, Emblem KE, Muzikansky A, Cai X, Douw L, Evans JG,
Dietrich J
, Chi AS,
Wen PY
, Stufflebeam S,
Rosen B
,
Duda DG
,
Jain RK
,
Batchelor TT
,
Gerstner ER
. Phase II study of tivozanib, an oral VEGFR inhibitor, in patients with recurrent glioblastoma. J Neurooncol. 2017 02; 131(3):603-610.
PMID:
27853960
; PMCID:
PMC7672995
.
Citations:
31
Fields:
Neo
Neoplasms
Neu
Neurology
Translation:
Humans
CT
Clinical Trials
Le M, Delingette H,
Kalpathy-Cramer J
,
Gerstner ER
,
Batchelor T
, Unkelbach J, Ayache N. Personalized Radiotherapy Planning Based on a Computational Tumor Growth Model. IEEE Trans Med Imaging. 2017 03; 36(3):815-825.
PMID:
28113925
.
Citations:
6
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
Le M, Delingette H,
Kalpathy-Cramer J
,
Gerstner ER
,
Batchelor T
, Unkelbach J, Ayache N. Personalized Radiotherapy Planning Based on a Computational Tumor Growth Model. IEEE Trans Med Imaging. 2016 Nov 08.
PMID:
27845656
.
Citations:
Boujelben A, Watson M, McDougall S, Yen YF,
Gerstner ER
,
Catana C
,
Deisboeck T
,
Batchelor TT
, Boas D,
Rosen B
,
Kalpathy-Cramer J
, Chaplain MA. Multimodality imaging and mathematical modelling of drug delivery to glioblastomas. Interface Focus. 2016 Oct 06; 6(5):20160039.
PMID:
27708763
; PMCID:
PMC4992742
.
Citations:
15
Campbell JP,
Kalpathy-Cramer J
, Erdogmus D, Tian P, Kedarisetti D, Moleta C, Reynolds JD, Hutcheson K, Shapiro MJ, Repka MX, Ferrone P, Drenser K, Horowitz J, Sonmez K, Swan R, Ostmo S, Jonas KE, Chan RV, Chiang MF. Plus Disease in Retinopathy of Prematurity: A Continuous Spectrum of Vascular Abnormality as a Basis of Diagnostic Variability. Ophthalmology. 2016 11; 123(11):2338-2344.
PMID:
27591053
.
Citations:
31
Fields:
Oph
Ophthalmology
Translation:
Humans
PH
Public Health
Kalpathy-Cramer J
, Campbell JP, Erdogmus D, Tian P, Kedarisetti D, Moleta C, Reynolds JD, Hutcheson K, Shapiro MJ, Repka MX, Ferrone P, Drenser K, Horowitz J, Sonmez K, Swan R, Ostmo S, Jonas KE, Chan RV, Chiang MF. Plus Disease in Retinopathy of Prematurity: Improving Diagnosis by Ranking Disease Severity and Using Quantitative Image Analysis. Ophthalmology. 2016 11; 123(11):2345-2351.
PMID:
27566853
.
Citations:
27
Fields:
Oph
Ophthalmology
Translation:
Humans
Kalpathy-Cramer J
, Zhao B, Goldgof D, Gu Y, Wang X, Yang H, Tan Y, Gillies R, Napel S. A Comparison of Lung Nodule Segmentation Algorithms: Methods and Results from a Multi-institutional Study. J Digit Imaging. 2016 08; 29(4):476-87.
PMID:
26847203
.
Citations:
24
Fields:
Dia
Diagnostic Imaging
Med
Medical Informatics
Rad
Radiology
Translation:
Humans
Ataer-Cansizoglu E,
Kalpathy-Cramer J
, Ostmo S, Jonas K, Chan RV, Campbell JP, Chiang MF, Erdogmus D. Toward a severity index for ROP: An unsupervised approach. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug; 2016:1312-1315.
PMID:
28268567
; PMCID:
PMC5482004
.
Citations:
Fields:
Bio
Biomedical Engineering
Translation:
Humans
Campbell JP, Ataer-Cansizoglu E, Bolon-Canedo V, Bozkurt A, Erdogmus D,
Kalpathy-Cramer J
, Patel SN, Reynolds JD, Horowitz J, Hutcheson K, Shapiro M, Repka MX, Ferrone P, Drenser K, Martinez-Castellanos MA, Ostmo S, Jonas K, Chan RV, Chiang MF. Expert Diagnosis of Plus Disease in Retinopathy of Prematurity From Computer-Based Image Analysis. JAMA Ophthalmol. 2016 Jun 01; 134(6):651-7.
PMID:
27077667
; PMCID:
PMC5201139
.
Citations:
41
Fields:
Oph
Ophthalmology
Translation:
Humans
Le M, Delingette H,
Kalpathy-Cramer J
,
Gerstner E
,
Batchelor T
, Unkelbach J, Ayache N. MRI Based Bayesian Personalization of a Tumor Growth Model. IEEE Trans Med Imaging. 2016 Apr 29.
PMID:
28113549
.
Citations:
Le M, Delingette H,
Kalpathy-Cramer J
,
Gerstner ER
,
Batchelor T
, Unkelbach J, Ayache N. MRI Based Bayesian Personalization of a Tumor Growth Model. IEEE Trans Med Imaging. 2016 10; 35(10):2329-2339.
PMID:
27164582
.
Citations:
10
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
Huang W, Chen Y,
Fedorov A
, Li X, Jajamovich GH, Malyarenko DI, Aryal MP, LaViolette PS, Oborski MJ, O'Sullivan F, Abramson RG, Jafari-Khouzani K, Afzal A, Tudorica A, Moloney B, Gupta SN, Besa C,
Kalpathy-Cramer J
, Mountz JM, Laymon CM, Muzi M, Schmainda K, Cao Y, Chenevert TL, Taouli B, Yankeelov TE,
Fennessy F
, Li X. The Impact of Arterial Input Function Determination Variations on Prostate Dynamic Contrast-Enhanced Magnetic Resonance Imaging Pharmacokinetic Modeling: A Multicenter Data Analysis Challenge. Tomography. 2016 Mar; 2(1):56-66.
PMID:
27200418
; PMCID:
PMC4869732
.
Citations:
37
Fields:
Dia
Diagnostic Imaging
Messer JA, Mohamed AS, Hutcheson KA, Ding Y, Lewin JS, Wang J, Lai SY, Frank SJ, Garden AS, Sandulache V, Eichelberger H, French CC, Colen RR, Phan J,
Kalpathy-Cramer J
, Hazle JD, Rosenthal DI, Gunn GB, Fuller CD. Magnetic resonance imaging of swallowing-related structures in nasopharyngeal carcinoma patients receiving IMRT: Longitudinal dose-response characterization of quantitative signal kinetics. Radiother Oncol. 2016 Feb; 118(2):315-22.
PMID:
26830697
.
Citations:
14
Fields:
Neo
Neoplasms
Rad
Radiotherapy
Translation:
Humans
PH
Public Health
Yankeelov TE, Mankoff DA, Schwartz LH, Lieberman FS, Buatti JM, Mountz JM, Erickson BJ,
Fennessy FM
, Huang W,
Kalpathy-Cramer J
, Wahl RL, Linden HM, Kinahan PE, Zhao B, Hylton NM, Gillies RJ, Clarke L, Nordstrom R, Rubin DL. Quantitative Imaging in Cancer Clinical Trials. Clin Cancer Res. 2016 Jan 15; 22(2):284-90.
PMID:
26773162
.
Citations:
51
Fields:
Neo
Neoplasms
Translation:
Humans
Ataer-Cansizoglu E, Bolon-Canedo V, Campbell JP, Bozkurt A, Erdogmus D,
Kalpathy-Cramer J
, Patel S, Jonas K, Chan RV, Ostmo S, Chiang MF. Computer-Based Image Analysis for Plus Disease Diagnosis in Retinopathy of Prematurity: Performance of the "i-ROP" System and Image Features Associated With Expert Diagnosis. Transl Vis Sci Technol. 2015 Nov; 4(6):5.
PMID:
26644965
; PMCID:
PMC4669635
.
Citations:
35
Fields:
Bio
Biomedical Engineering
Oph
Ophthalmology
Holliday E, Fuller CD,
Kalpathy-Cramer J
, Gomez D, Rimner A, Li Y, Senan S, Wilson LD, Choi J, Komaki R, Thomas CR. Quantitative assessment of target delineation variability for thymic cancers: Agreement evaluation of a prospective segmentation challenge. J Radiat Oncol. 2016 Mar; 5(1):55-61.
PMID:
27570583
; PMCID:
PMC4996619
.
Citations:
2
Ding Y, Hazle JD, Mohamed AS, Frank SJ, Hobbs BP, Colen RR, Gunn GB, Wang J,
Kalpathy-Cramer J
, Garden AS, Lai SY, Rosenthal DI, Fuller CD. Intravoxel incoherent motion imaging kinetics during chemoradiotherapy for human papillomavirus-associated squamous cell carcinoma of the oropharynx: preliminary results from a prospective pilot study. NMR Biomed. 2015 Dec; 28(12):1645-54.
PMID:
26451969
; PMCID:
PMC4715635
.
Citations:
22
Fields:
Dia
Diagnostic Imaging
Nuc
Nuclear Medicine
Translation:
Cells
Shoultz-Henley S, Garden AS, Mohamed AS, Sheu T, Kroll MH, Rosenthal DI, Gunn GB, Hayes AJ, French C, Eichelberger H,
Kalpathy-Cramer J
, Smith BD, Phan J, Ayoub Z, Lai SY, Pham B, Kies M, Gold KA, Sturgis E, Fuller CD. Prognostic value of pretherapy platelet elevation in oropharyngeal cancer patients treated with chemoradiation. Int J Cancer. 2016 Mar 01; 138(5):1290-7.
PMID:
26414107
; PMCID:
PMC4779600
.
Citations:
7
Fields:
Neo
Neoplasms
Translation:
Humans
Ellingson BM, Bendszus M, Boxerman J, Barboriak D, Erickson BJ, Smits M, Nelson SJ,
Gerstner E
, Alexander B, Goldmacher G, Wick W, Vogelbaum M, Weller M, Galanis E,
Kalpathy-Cramer J
, Shankar L, Jacobs P, Pope WB, Yang D, Chung C, Knopp MV, Cha S, van den Bent MJ, Chang S, Yung WK, Cloughesy TF,
Wen PY
, Gilbert MR. Consensus recommendations for a standardized Brain Tumor Imaging Protocol in clinical trials. Neuro Oncol. 2015 Sep; 17(9):1188-98.
PMID:
26250565
; PMCID:
PMC4588759
.
Citations:
209
Fields:
Neo
Neoplasms
Neu
Neurology
Translation:
Humans
Prust MJ, Jafari-Khouzani K,
Kalpathy-Cramer J
, Polaskova P,
Batchelor TT
,
Gerstner ER
,
Dietrich J
. Standard chemoradiation for glioblastoma results in progressive brain volume loss. Neurology. 2015 Aug 25; 85(8):683-91.
PMID:
26208964
; PMCID:
PMC4553035
.
Citations:
27
Fields:
Neu
Neurology
Translation:
Humans
CT
Clinical Trials
Bolón-Canedo V, Ataer-Cansizoglu E, Erdogmus D,
Kalpathy-Cramer J
, Fontenla-Romero O, Alonso-Betanzos A, Chiang MF. Dealing with inter-expert variability in retinopathy of prematurity: A machine learning approach. Comput Methods Programs Biomed. 2015 Oct; 122(1):1-15.
PMID:
26120072
.
Citations:
10
Fields:
Med
Medical Informatics
Translation:
Humans
Prah MA,
Stufflebeam SM
, Paulson ES,
Kalpathy-Cramer J
,
Gerstner ER
,
Batchelor TT
, Barboriak DP,
Rosen BR
, Schmainda KM. Repeatability of Standardized and Normalized Relative CBV in Patients with Newly Diagnosed Glioblastoma. AJNR Am J Neuroradiol. 2015 Sep; 36(9):1654-61.
PMID:
26066626
.
Citations:
22
Fields:
Neu
Neurology
Rad
Radiology
Translation:
Humans
Jafari-Khouzani K, Emblem KE,
Kalpathy-Cramer J
, Bjørnerud A,
Vangel MG
,
Gerstner ER
, Schmainda KM, Paynabar K,
Wu O
,
Wen PY
,
Batchelor T
,
Rosen B
,
Stufflebeam SM
. Repeatability of Cerebral Perfusion Using Dynamic Susceptibility Contrast MRI in Glioblastoma Patients. Transl Oncol. 2015 Jun; 8(3):137-46.
PMID:
26055170
; PMCID:
PMC4486737
.
Citations:
23
Demner-Fushman D, Antani S,
Kalpathy-Cramer J
, Müller H. A decade of community-wide efforts in advancing medical image understanding and retrieval. Comput Med Imaging Graph. 2015 Jan; 39:1-2.
PMID:
25572585
.
Citations:
1
Fields:
Dia
Diagnostic Imaging
Menze BH, Jakab A, Bauer S,
Kalpathy-Cramer J
, Farahani K, Kirby J, Burren Y, Porz N, Slotboom J, Wiest R, Lanczi L,
Gerstner E
, Weber MA, Arbel T, Avants BB, Ayache N, Buendia P, Collins DL, Cordier N, Corso JJ, Criminisi A, Das T, Delingette H, Demiralp Ç, Durst CR, Dojat M, Doyle S, Festa J, Forbes F, Geremia E, Glocker B, Golland P, Guo X, Hamamci A, Iftekharuddin KM, Jena R, John NM, Konukoglu E, Lashkari D, Mariz JA, Meier R, Pereira S, Precup D, Price SJ, Raviv TR, Reza SM, Ryan M, Sarikaya D, Schwartz L, Shin HC, Shotton J, Silva CA, Sousa N, Subbanna NK, Szekely G, Taylor TJ, Thomas OM, Tustison NJ, Unal G, Vasseur F, Wintermark M, Ye DH, Zhao L, Zhao B, Zikic D, Prastawa M, Reyes M, Van Leemput K. The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans Med Imaging. 2015 Oct; 34(10):1993-2024.
PMID:
25494501
; PMCID:
PMC4833122
.
Citations:
508
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
Ataer-Cansizoglu E,
Kalpathy-Cramer J
, You S, Keck K, Erdogmus D, Chiang MF. Analysis of underlying causes of inter-expert disagreement in retinopathy of prematurity diagnosis. Application of machine learning principles. Methods Inf Med. 2015; 54(1):93-102.
PMID:
25434784
.
Citations:
18
Fields:
Med
Medical Informatics
Translation:
Humans
Mohamed AS, Ruangskul MN, Awan MJ, Baron CA,
Kalpathy-Cramer J
, Castillo R, Castillo E, Guerrero TM, Kocak-Uzel E, Yang J, Court LE, Kantor ME, Gunn GB, Colen RR, Frank SJ, Garden AS, Rosenthal DI, Fuller CD. Quality assurance assessment of diagnostic and radiation therapy-simulation CT image registration for head and neck radiation therapy: anatomic region of interest-based comparison of rigid and deformable algorithms. Radiology. 2015 Mar; 274(3):752-63.
PMID:
25380454
; PMCID:
PMC4358813
.
Citations:
31
Fields:
Rad
Radiology
Translation:
Humans
Awan M, Dyer BA,
Kalpathy-Cramer J
, Bongers E, Dahele M, Yang J, Walker GV, Thaker NG, Holliday E, Bishop AJ, Thomas CR, Rosenthal DI, Fuller CD. Auto-segmentation of the brachial plexus assessed with TaCTICS - a software platform for rapid multiple-metric quantitative evaluation of contours. Acta Oncol. 2015 Apr; 54(4):557-60.
PMID:
25279958
.
Citations:
1
Fields:
Neo
Neoplasms
Translation:
Humans
Kalpathy-Cramer J
,
Gerstner ER
, Emblem KE,
Andronesi O
,
Rosen B
. Advanced magnetic resonance imaging of the physical processes in human glioblastoma. Cancer Res. 2014 Sep 01; 74(17):4622-4637.
PMID:
25183787
.
Citations:
65
Fields:
Neo
Neoplasms
Translation:
Humans
Batchelor TT
,
Gerstner ER
, Emblem KE,
Duda DG
,
Kalpathy-Cramer J
, Snuderl M, Ancukiewicz M, Polaskova P, Pinho MC, Jennings D,
Plotkin SR
, Chi AS,
Eichler AF
,
Dietrich J
, Hochberg FH, Lu-Emerson C,
Iafrate AJ
, Ivy SP,
Rosen B
,
Loeffler JS
,
Wen PY
, Sorensen AG,
Jain RK
. Increased perfusion due to vascular normalization improves oxygenation and survival in glioblastoma patients treated with cediranib with or without chemoradiation. Neuro Oncol. 2014 Jul; 16 Suppl 3:iii12.
PMID:
25165209
.
Citations:
Obuchowski NA, Reeves AP, Huang EP, Wang XF, Buckler AJ, Kim HJ, Barnhart HX, Jackson EF, Giger ML, Pennello G, Toledano AY,
Kalpathy-Cramer J
, Apanasovich TV, Kinahan PE, Myers KJ, Goldgof DB, Barboriak DP, Gillies RJ, Schwartz LH, Sullivan DC. Quantitative imaging biomarkers: a review of statistical methods for computer algorithm comparisons. Stat Methods Med Res. 2015 Feb; 24(1):68-106.
PMID:
24919829
.
Citations:
52
Fields:
Sta
Statistics as Topic
Translation:
Humans
Obuchowski NA, Barnhart HX, Buckler AJ, Pennello G, Wang XF,
Kalpathy-Cramer J
, Kim HJ, Reeves AP. Statistical issues in the comparison of quantitative imaging biomarker algorithms using pulmonary nodule volume as an example. Stat Methods Med Res. 2015 Feb; 24(1):107-40.
PMID:
24919828
.
Citations:
19
Fields:
Sta
Statistics as Topic
Translation:
Humans
Gutman DA, Dunn WD, Cobb J, Stoner RM,
Kalpathy-Cramer J
, Erickson B. Web based tools for visualizing imaging data and development of XNATView, a zero footprint image viewer. Front Neuroinform. 2014; 8:53.
PMID:
24904399
.
Citations:
4
Kalpathy-Cramer J
, de Herrera AG, Demner-Fushman D, Antani S, Bedrick S, Müller H. Evaluating performance of biomedical image retrieval systems--an overview of the medical image retrieval task at ImageCLEF 2004-2013. Comput Med Imaging Graph. 2015 Jan; 39:55-61.
PMID:
24746250
.
Citations:
13
Fields:
Dia
Diagnostic Imaging
Kalpathy-Cramer J
, Freymann JB, Kirby JS, Kinahan PE, Prior FW. Quantitative Imaging Network: Data Sharing and Competitive AlgorithmValidation Leveraging The Cancer Imaging Archive. Transl Oncol. 2014 Feb; 7(1):147-52.
PMID:
24772218
.
Citations:
37
Huang W, Li X, Chen Y, Li X, Chang MC, Oborski MJ, Malyarenko DI, Muzi M, Jajamovich GH,
Fedorov A
, Tudorica A, Gupta SN, Laymon CM, Marro KI, Dyvorne HA, Miller JV, Barbodiak DP, Chenevert TL, Yankeelov TE, Mountz JM, Kinahan PE,
Kikinis R
, Taouli B,
Fennessy F
,
Kalpathy-Cramer J
. Variations of dynamic contrast-enhanced magnetic resonance imaging in evaluation of breast cancer therapy response: a multicenter data analysis challenge. Transl Oncol. 2014 Feb; 7(1):153-66.
PMID:
24772219
.
Citations:
55
Kalpathy-Cramer J
, Awan M, Bedrick S, Rasch CR, Rosenthal DI, Fuller CD. Development of a software for quantitative evaluation radiotherapy target and organ-at-risk segmentation comparison. J Digit Imaging. 2014 Feb; 27(1):108-19.
PMID:
24043593
.
Citations:
5
Fields:
Dia
Diagnostic Imaging
Med
Medical Informatics
Rad
Radiology
Pinho MC, Polaskova P,
Kalpathy-Cramer J
, Jennings D, Emblem KE,
Jain RK
,
Rosen BR
,
Wen PY
, Sorensen AG,
Batchelor TT
,
Gerstner ER
. Low incidence of pseudoprogression by imaging in newly diagnosed glioblastoma patients treated with cediranib in combination with chemoradiation. Oncologist. 2014 Jan; 19(1):75-81.
PMID:
24309981
.
Citations:
8
Fields:
Neo
Neoplasms
Translation:
Humans
CT
Clinical Trials
Batchelor TT
,
Gerstner ER
, Emblem KE,
Duda DG
,
Kalpathy-Cramer J
, Snuderl M, Ancukiewicz M, Polaskova P, Pinho MC, Jennings D,
Plotkin SR
, Chi AS,
Eichler AF
,
Dietrich J
, Hochberg FH, Lu-Emerson C,
Iafrate AJ
, Ivy SP,
Rosen BR
,
Loeffler JS
,
Wen PY
, Sorensen AG,
Jain RK
. Improved tumor oxygenation and survival in glioblastoma patients who show increased blood perfusion after cediranib and chemoradiation. Proc Natl Acad Sci U S A. 2013 Nov 19; 110(47):19059-64.
PMID:
24190997
.
Citations:
178
Fields:
Sci
Science
Translation:
Humans
CT
Clinical Trials
Keck KM,
Kalpathy-Cramer J
, Ataer-Cansizoglu E, You S, Erdogmus D, Chiang MF. Plus disease diagnosis in retinopathy of prematurity: vascular tortuosity as a function of distance from optic disk. Retina. 2013 Sep; 33(8):1700-7.
PMID:
23538582
.
Citations:
13
Fields:
Oph
Ophthalmology
Translation:
Humans
Taliercio V, Logan JR,
Kalpathy-Cramer J
, Oteroa P. Developing a survey to assess factors that contribute to physician involvement in clinical research. Stud Health Technol Inform. 2013; 192:107-11.
PMID:
23920525
; PMCID:
PMC3932813
.
Citations:
1
Fields:
Hea
Health Services Research
Med
Medical Informatics
Tec
Technology
Translation:
Humans
Awan M,
Kalpathy-Cramer J
, Gunn GB, Beadle BM, Garden AS, Phan J, Holliday E, Jones WE, Maani E, Patel A, Choi J, Clyburn V, Tantiwongkosi B, Rosenthal DI, Fuller CD. Prospective assessment of an atlas-based intervention combined with real-time software feedback in contouring lymph node levels and organs-at-risk in the head and neck: Quantitative assessment of conformance to expert delineation. Pract Radiat Oncol. 2013 Jul-Sep; 3(3):186-193.
PMID:
24674363
.
Citations:
7
Fields:
Neo
Neoplasms
Rad
Radiotherapy
Fedorov A
, Beichel R,
Kalpathy-Cramer J
, Finet J, Fillion-Robin JC,
Pujol S
, Bauer C, Jennings D,
Fennessy F
, Sonka M, Buatti J, Aylward S, Miller JV, Pieper S,
Kikinis R
. 3D Slicer as an image computing platform for the Quantitative Imaging Network. Magn Reson Imaging. 2012 Nov; 30(9):1323-41.
PMID:
22770690
.
Citations:
1468
Fields:
Dia
Diagnostic Imaging
Translation:
Humans
Kahn CE,
Kalpathy-Cramer J
, Lam CA, Eldredge CE. Accurate determination of imaging modality using an ensemble of text- and image-based classifiers. J Digit Imaging. 2012 Feb; 25(1):37-42.
PMID:
21748413
.
Citations:
2
Fields:
Dia
Diagnostic Imaging
Med
Medical Informatics
Rad
Radiology
Translation:
Humans
Dizdaroglu B, Ataer-Cansizoglu E,
Kalpathy-Cramer J
, Keck K, Chiang MF, Erdogmus D. Level Sets for Retinal Vasculature Segmentation Using Seeds from Ridges and Edges from Phase Maps. IEEE Int Workshop Mach Learn Signal Process. 2012; 1-6.
PMID:
24975694
.
Citations:
4
Ataer-Cansizoglu E, You S,
Kalpathy-Cramer J
, Keck K, Chiang MF, Erdogmus D. OBSERVER AND FEATURE ANALYSIS ON DIAGNOSIS OF RETINOPATHY OF PREMATURITY. IEEE Int Workshop Mach Learn Signal Process. 2012; 1-6.
PMID:
25003972
.
Citations:
6
Wang SJ, Lemieux A,
Kalpathy-Cramer J
, Ord CB, Walker GV, Fuller CD, Kim JS, Thomas CR. Nomogram for predicting the benefit of adjuvant chemoradiotherapy for resected gallbladder cancer. J Clin Oncol. 2011 Dec 10; 29(35):4627-32.
PMID:
22067404
.
Citations:
73
Fields:
Neo
Neoplasms
Translation:
Humans
Kalpathy-Cramer J
, Bedrick SD, Boccia K, Fuller CD. A pilot prospective feasibility study of organ-at-risk definition using Target Contour Testing/Instructional Computer Software (TaCTICS), a training and evaluation platform for radiotherapy target delineation. AMIA Annu Symp Proc. 2011; 2011:654-63.
PMID:
22195121
.
Citations:
7
Fields:
Med
Medical Informatics
Translation:
Humans
Wang SJ, Wissel AR, Ord CB,
Kalpathy-Cramer J
, Fuller CD, Holland JM, Gross ND. Individualized estimation of conditional survival for patients with head and neck cancer. Otolaryngol Head Neck Surg. 2011 Jul; 145(1):71-3.
PMID:
21493289
.
Citations:
6
Fields:
Gen
General Surgery
Oto
Otolaryngology
Translation:
Humans
Wang SJ, Wissel AR, Luh JY, Fuller CD,
Kalpathy-Cramer J
, Thomas CR. An interactive tool for individualized estimation of conditional survival in rectal cancer. Ann Surg Oncol. 2011 Jun; 18(6):1547-52.
PMID:
21207162
.
Citations:
7
Fields:
Gen
General Surgery
Neo
Neoplasms
Translation:
Humans
You S, Bas E, Ataer-Cansizoglu E,
Kalpathy-Cramer J
, Erdogmus D. Principal curve based semi-automatic segmentation of organs in 3D-CT. Annu Int Conf IEEE Eng Med Biol Soc. 2011; 2011:6220-3.
PMID:
22255760
.
Citations:
Fields:
Bio
Biomedical Engineering
Translation:
Humans
Kalpathy-Cramer J
, Fuller CD. Target Contour Testing/Instructional Computer Software (TaCTICS): A Novel Training and Evaluation Platform for Radiotherapy Target Delineation. AMIA Annu Symp Proc. 2010 Nov 13; 2010:361-5.
PMID:
21347001
.
Citations:
9
Fields:
Med
Medical Informatics
Translation:
Humans
Wang SJ,
Kalpathy-Cramer J
, Kim JS, Fuller CD, Thomas CR. Parametric survival models for predicting the benefit of adjuvant chemoradiotherapy in gallbladder cancer. AMIA Annu Symp Proc. 2010 Nov 13; 2010:847-51.
PMID:
21347098
.
Citations:
8