Griffin Weber, M.D., Ph.D., is an Associate Professor of Medicine and Biomedical Informatics in the Department of Medicine, Beth Israel Deaconess Medical Center (BIDMC), and the Department of Biomedical Informatics, Harvard Medical School (HMS). He is also the Director of the Biomedical Research Informatics Core (BRIC) at BIDMC. One of Dr. Weber's research areas is in expertise mining and social network analysis. He invented an open source social networking website for scientists called Profiles RNS (http://profiles.catalyst.harvard.edu). It automatically mines large datasets such as PubMed, NIH ExPORTER, and the U.S. patent database to discover investigators' research areas and scientific networks. It presents these connections using temporal, geospatial, and network visualizations. The software has numerous applications, ranging from finding individual collaborators and mentors to understanding the dynamics of an entire research community. Profiles RNS is now used at dozens of universities across the country. Dr. Weber is also an investigator on Informatics for Integrating Biology and the Bedside (i2b2), an NIH National Center for Biomedical Computing, for which he helped developed a web-based open source platform that enables a variety of functions including queries of large clinical repositories for hypothesis testing and identification of patients for clinical trials (http://i2b2.org). He also created the original prototype software for the Shared Health Research Information Network (SHRINE), which is a federated query tool that connects i2b2 databases across multiple institutions. More than 100 institutions worldwide use i2b2 and SHRINE to support clinical research. Dr. Weber received his M.D. and Ph.D. in computer science from Harvard University in 2007. While still a student, he became the first Chief Technology Officer of Harvard Medical School and built an educational web portal that provides interactive online content to over 500 courses. His past research projects also include analyzing DNA microarrays, modeling the growth of breast cancer tumors, and creating algorithms for predicting life expectancy.
Weber G, Shendure J, Tanenbaum DM, Church GM, Meyerson M
Identification of foreign gene sequences by transcript filtering against the human genome. Nat Genet. 2002 Feb; 30(2):141-2.
Identification of foreign gene sequences by transcript filtering against the human genome.
Weber GM, Murphy SN, McMurry AJ, Macfadden D, Nigrin DJ, Churchill S, Kohane IS
Journal of the American Medical Informatics Association : JAMIA
The Shared Health Research Information Network (SHRINE): a prototype federated query tool for clinical data repositories. J Am Med Inform Assoc. 2009 Sep-Oct; 16(5):624-30.
The Shared Health Research Information Network (SHRINE): a prototype federated query tool for clinical data repositories.
Using Artificial Intelligence in an Intelligent Way to Improve Efficiency of a Heart Failure Care Team. J Card Fail. 2018 06; 24(6):363-364.
Using Artificial Intelligence in an Intelligent Way to Improve Efficiency of a Heart Failure Care Team.
Biases in electronic health record data due to processes within the healthcare system: retrospective observational study. BMJ. 2018 04 30; 361:k1479.
Biases in electronic health record data due to processes within the healthcare system: retrospective observational study.
Weber GM, Barnett W, Conlon M, Eichmann D, Kibbe W, Falk-Krzesinski H, Halaas M, Johnson L, Meeks E, Mitchell D, Schleyer T, Stallings S, Warden M, Kahlon M
Direct2Experts: a pilot national network to demonstrate interoperability among research-networking platforms. J Am Med Inform Assoc. 2011 Dec; 18 Suppl 1:i157-60.
Direct2Experts: a pilot national network to demonstrate interoperability among research-networking platforms.
McMurry AJ, Murphy SN, MacFadden D, Weber G, Simons WW, Orechia J, Bickel J, Wattanasin N, Gilbert C, Trevvett P, Churchill S, Kohane IS
SHRINE: enabling nationally scalable multi-site disease studies. PLoS One. 2013; 8(3):e55811.
SHRINE: enabling nationally scalable multi-site disease studies.
Comander J, Weber GM, Gimbrone MA, García-Cardeña G
Argus--a new database system for Web-based analysis of multiple microarray data sets. Genome Res. 2001 Sep; 11(9):1603-10.
Argus--a new database system for Web-based analysis of multiple microarray data sets.
Classification of Gene Expression Data Using Fuzzy Logic
Journal of Intelligent and Fuzzy Systems. Classification of Gene Expression Data Using Fuzzy Logic. 2002; 12(1):19-24.
Journal of Intelligent and Fuzzy Systems
Pizza Combinatorics. The College Mathematics Journal. 1995; 26(2):141-3.
Murphy SN, Weber G, Mendis M, Gainer V, Chueh HC, Churchill S, Kohane I
Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2). J Am Med Inform Assoc. 2010 Mar-Apr; 17(2):124-30.
Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2).
Shen LQ, Child A, Weber GM, Folkman J, Aiello LP
Archives of ophthalmology (Chicago, Ill. : 1960)
Rosiglitazone and delayed onset of proliferative diabetic retinopathy. Arch Ophthalmol. 2008 Jun; 126(6):793-9.
Rosiglitazone and delayed onset of proliferative diabetic retinopathy.
Michaelson JS, Satija S, Moore R, Weber G, Halpern E, Garland A, Kopans DB
Observations on Invasive Breast Cancer Diagnosed in a Service Screening and Diagnostic Breast Imaging Program
Journal of Women's Imaging. Observations on Invasive Breast Cancer Diagnosed in a Service Screening and Diagnostic Breast Imaging Program. 2001; 3:99-104.
Estimates of the Sizes at Which Breast Cancers Become Detectable on Mammographic and Clinical Grounds
Journal of Women's Imaging. Estimates of the Sizes at Which Breast Cancers Become Detectable on Mammographic and Clinical Grounds. 2003; (1):3-10.
Carney BJ, Uhlmann EJ, Puligandla M, Mantia C, Weber GM, Neuberg DS, Zwicker JI
Journal of thrombosis and haemostasis : JTH
Intracranial hemorrhage with direct oral anticoagulants in patients with brain tumors. J Thromb Haemost. 2019 01; 17(1):72-76.
Intracranial hemorrhage with direct oral anticoagulants in patients with brain tumors.
Using the Web to Promote Smoking Cessation and Health for College-Aged Women. Educational Resources Information Center
Clearinghouse Number JC020766. Using the Web to Promote Smoking Cessation and Health for College-Aged Women. Educational Resources Information Center. 2002.
Hejblum BP, Weber GM, Liao KP, Palmer NP, Churchill S, Shadick NA, Szolovits P, Murphy SN, Kohane IS, Cai T
Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes. Sci Data. 2019 01 08; 6:180298.
Probabilistic record linkage of de-identified research datasets with discrepancies using diagnosis codes.
Kohane IS, McMurry A, Weber G, MacFadden D, Rappaport L, Kunkel L, Bickel J, Wattanasin N, Spence S, Murphy S, Churchill S
The co-morbidity burden of children and young adults with autism spectrum disorders. PLoS One. 2012; 7(4):e33224.
The co-morbidity burden of children and young adults with autism spectrum disorders.
View my biosketch in the NIH SciENcv website
View my profile on Harvard Faculty Finder
Nature's roundup of the papers and issues gaining traction on social media.
Interdisciplinary Medicine and Biotechnology
Harvard T.H. Chan School of Public Health
Marion V. Nelson Professor of Biomedical Informatics
Donald A. B. Lindberg Professor of Pediatrics
John Rock Professor of Population and Translational Data Sciences
Beam AL, Kompa B, Schmaltz A, Fried I, Weber G, Palmer N, Shi X, Cai T, Kohane IS
Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing
Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data. Pac Symp Biocomput. 2020; 25:295-306.
Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data.
SCISIPBIO: Understanding and Assembling Dream Teams to Conduct Clinical and Translational Science
Barak-Corren Y, Castro VM, Nock MK, Mandl KD, Madsen EM, Seiger A, Adams WG, Applegate RJ, Bernstam EV, Klann JG, McCarthy EP, Murphy SN, Natter M, Ostasiewski B, Patibandla N, Rosenthal GE, Silva GS, Wei K, Weber GM, Weiler SR, Reis BY, Smoller JW
Validation of an Electronic Health Record-Based Suicide Risk Prediction Modeling Approach Across Multiple Health Care Systems. JAMA Netw Open. 2020 03 02; 3(3):e201262.
Validation of an Electronic Health Record-Based Suicide Risk Prediction Modeling Approach Across Multiple Health Care Systems.
Considerations for Using the Vasculature as a Coordinate System to Map All the Cells in the Human Body. Front Cardiovasc Med. 2020; 7:29.
Considerations for Using the Vasculature as a Coordinate System to Map All the Cells in the Human Body.
Research and practice in thrombosis and haemostasis
Anticoagulation after intracranial hemorrhage in brain tumors: Risk of recurrent hemorrhage and venous thromboembolism. Res Pract Thromb Haemost. 2020 Jul; 4(5):860-865.
Anticoagulation after intracranial hemorrhage in brain tumors: Risk of recurrent hemorrhage and venous thromboembolism.
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
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium. NPJ Digit Med. 2020; 3:109.
International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.
Elected Fellow of the American College of Medical Informatics (FACMI)
Balancing Accuracy and Privacy in Federated Queries of Clinical Data Repositories: Algorithm Development and Validation. J Med Internet Res. 2020 11 03; 22(11):e18735.
Balancing Accuracy and Privacy in Federated Queries of Clinical Data Repositories: Algorithm Development and Validation.
Biases introduced by filtering electronic health records for patients with "complete data"
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
medRxiv : the preprint server for health sciences
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.
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.
Klann JG, Estiri H, Weber GM, Moal B, Avillach P, Hong C, Tan ALM, Beaulieu-Jones BK, Castro V, Maulhardt T, Geva A, Malovini A, South AM, Visweswaran S, Morris M, Samayamuthu MJ, Omenn GS, Ngiam KY, Mandl KD, Boeker M, Olson KL, Mowery DL, Follett RW, Hanauer DA, Bellazzi R, Moore JH, Loh NW, Bell DS, Wagholikar KB, Chiovato L, Tibollo V, Rieg S, Li ALLJ, Jouhet V, Schriver E, Xia Z, Hutch M, Luo Y, Kohane IS, Brat GA, Murphy SN
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data. J Am Med Inform Assoc. 2021 07 14; 28(7):1411-1420.
Validation of an internationally derived patient severity phenotype to support COVID-19 analytics from electronic health record data.
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
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.
What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask.
Haendel MA, Chute CG, Bennett TD, Eichmann DA, Guinney J, Kibbe WA, Payne PRO, Pfaff ER, Robinson PN, Saltz JH, Spratt H, Suver C, Wilbanks J, Wilcox AB, Williams AE, Wu C, Blacketer C, Bradford RL, Cimino JJ, Clark M, Colmenares EW, Francis PA, Gabriel D, Graves A, Hemadri R, Hong SS, Hripscak G, Jiao D, Klann JG, Kostka K, Lee AM, Lehmann HP, Lingrey L, Miller RT, Morris M, Murphy SN, Natarajan K, Palchuk MB, Sheikh U, Solbrig H, Visweswaran S, Walden A, Walters KM, Weber GM, Zhang XT, Zhu RL, Amor B, Girvin AT, Manna A, Qureshi N, Kurilla MG, Michael SG, Portilla LM, Rutter JL, Austin CP, Gersing KR
The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment. J Am Med Inform Assoc. 2021 03 01; 28(3):427-443.
The National COVID Cohort Collaborative (N3C): Rationale, design, infrastructure, and deployment.
Beaulieu-Jones BK, Yuan W, Brat GA, Beam AL, Weber G, Ruffin M, Kohane IS
Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians? NPJ Digit Med. 2021 Mar 30; 4(1):62.
Machine learning for patient risk stratification: standing on, or looking over, the shoulders of clinicians?
Visweswaran S, Samayamuthu MJ, Morris M, Weber GM, MacFadden D, Trevvett P, Klann JG, Gainer V, Benoit B, Murphy SN, Patel L, Mirkovic N, Borovskiy Y, Johnson RD, Wyatt MC, Wang AY, Follett RW, Chau N, Zhu W, Abajian M, Chuang A, Bahroos N, Reeder P, Xie D, Cai J, Sendro ER, Toto RD, Firestein GS, Nadler LM, Reis SE
Development of a COVID-19 Application Ontology for the ACT Network. medRxiv. 2021 Apr 14.
Development of a COVID-19 Application Ontology for the ACT Network.
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
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.
International Analysis of Electronic Health Records of Children and Youth Hospitalized With COVID-19 Infection in 6 Countries.
Visweswaran S, Samayamuthu MJ, Morris M, Weber GM, MacFadden D, Trevvett P, Klann JG, Gainer VS, Benoit B, Murphy SN, Patel L, Mirkovic N, Borovskiy Y, Johnson RD, Wyatt MC, Wang AY, Follett RW, Chau N, Zhu W, Abajian M, Chuang A, Bahroos N, Reeder P, Xie D, Cai J, Sendro ER, Toto RD, Firestein GS, Nadler LM, Reis SE
Development of a Coronavirus Disease 2019 (COVID-19) Application Ontology for the Accrual to Clinical Trials (ACT) network. JAMIA Open. 2021 Apr; 4(2):ooab036.
Development of a Coronavirus Disease 2019 (COVID-19) Application Ontology for the Accrual to Clinical Trials (ACT) network.
Expected 10-anonymity of HyperLogLog sketches for federated queries of clinical data repositories. Bioinformatics. 2021 07 12; 37(Suppl_1):i151-i160.
Expected 10-anonymity of HyperLogLog sketches for federated queries of clinical data repositories.
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
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.
International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.
Zhang HG, Hejblum BP, Weber GM, Palmer NP, Churchill SE, Szolovits P, Murphy SN, Liao KP, Kohane IS, Cai T
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.
ATLAS: an automated association test using probabilistically linked health records with application to genetic studies.
Börner K, Teichmann SA, Quardokus EM, Gee JC, Browne K, Osumi-Sutherland D, Herr BW, Bueckle A, Paul H, Haniffa M, Jardine L, Bernard A, Ding SL, Miller JA, Lin S, Halushka MK, Boppana A, Longacre TA, Hickey J, Lin Y, Valerius MT, He Y, Pryhuber G, Sun X, Jorgensen M, Radtke AJ, Wasserfall C, Ginty F, Ho J, Sunshine J, Beuschel RT, Brusko M, Lee S, Malhotra R, Jain S, Weber G
Anatomical structures, cell types and biomarkers of the Human Reference Atlas. Nat Cell Biol. 2021 11; 23(11):1117-1128.
Anatomical structures, cell types and biomarkers of the Human Reference Atlas.
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.
Authorship Correction: International Changes in COVID-19 Clinical Trajectories Across 315 Hospitals and 6 Countries: Retrospective Cohort Study.
Miller EJ, Patell R, Uhlmann EJ, Ren S, Southard H, Elavalakanar P, Weber GM, Neuberg D, Zwicker JI
Antiplatelet medications and risk of intracranial hemorrhage in patients with metastatic brain tumors. Blood Adv. 2022 03 08; 6(5):1559-1565.
Antiplatelet medications and risk of intracranial hemorrhage in patients with metastatic brain tumors.
Klann JG, Strasser ZH, Hutch MR, Kennedy CJ, Marwaha JS, Morris M, Samayamuthu MJ, Pfaff AC, Estiri H, South AM, Weber GM, Yuan W, Avillach P, Wagholikar KB, Luo Y, Omenn GS, Visweswaran S, Holmes JH, Xia Z, Brat GA, Murphy SN
Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions: A National EHR Research Consortium Study. medRxiv. 2022 Feb 18.
Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions: A National EHR Research Consortium Study.
Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study. J Med Internet Res. 2022 05 18; 24(5):e37931.
Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study.
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
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients. NPJ Digit Med. 2022 Jun 29; 5(1):81.
International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.
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
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.
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.
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
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality. NPJ Digit Med. 2022 Jun 13; 5(1):74.
International comparisons of laboratory values from the 4CE collaborative to predict COVID-19 mortality.
Confederated learning in healthcare: Training machine learning models using disconnected data separated by individual, data type and identity for Large-Scale health system Intelligence. J Biomed Inform. 2022 10; 134:104151.
Confederated learning in healthcare: Training machine learning models using disconnected data separated by individual, data type and identity for Large-Scale health system Intelligence.
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
Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization. J Biomed Inform. 2022 09; 133:104147.
Multiview Incomplete Knowledge Graph Integration with application to cross-institutional EHR data harmonization.
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
SurvMaximin: Robust federated approach to transporting survival risk prediction models. J Biomed Inform. 2022 10; 134:104176.
SurvMaximin: Robust federated approach to transporting survival risk prediction models.
Tan BWL, Tan BWQ, Tan ALM, Schriver ER, Gutiérrez-Sacristán A, Das P, Yuan W, Hutch MR, García Barrio N, Pedrera Jimenez M, Abu-El-Rub N, Morris M, Moal B, Verdy G, Cho K, Ho YL, Patel LP, Dagliati A, Neuraz A, Klann JG, South AM, Visweswaran S, Hanauer DA, Maidlow SE, Liu M, Mowery DL, Batugo A, Makoudjou A, Tippmann P, Zöller D, Brat GA, Luo Y, Avillach P, Bellazzi R, Chiovato L, Malovini A, Tibollo V, Samayamuthu MJ, Serrano Balazote P, Xia Z, Loh NHW, Chiudinelli L, Bonzel CL, Hong C, Zhang HG, Weber GM, Kohane IS, Cai T, Omenn GS, Holmes JH, Ngiam KY
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study. EClinicalMedicine. 2023 Jan; 55:101724.
Long-term kidney function recovery and mortality after COVID-19-associated acute kidney injury: An international multi-centre observational cohort study.
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
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.
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.
Börner K, Bueckle A, Herr BW, Cross LE, Quardokus EM, Record EG, Ju Y, Silverstein JC, Browne KM, Jain S, Wasserfall CH, Jorgensen ML, Spraggins JM, Patterson NH, Weber GM
Tissue registration and exploration user interfaces in support of a human reference atlas. Commun Biol. 2022 12 13; 5(1):1369.
Tissue registration and exploration user interfaces in support of a human reference atlas.
Ma S, Patell R, Miller E, Ren S, Marquez-Garcia J, Panoff S, Sharma R, Pinson A, Elavalakanar P, Weber G, Uhlmann E, Neuberg D, Soman S, Zwicker JI
Antiplatelet medications and intracranial hemorrhage in patients with primary brain tumors. J Thromb Haemost. 2023 05; 21(5):1148-1155.
Antiplatelet medications and intracranial hemorrhage in patients with primary brain tumors.
Singhal D, Börner K, Chaikof EL, Detmar M, Hollmén M, Iliff JJ, Itkin M, Makinen T, Oliver G, Padera TP, Quardokus EM, Radtke AJ, Suami H, Weber GM, Rovira II, Muratoglu SC, Galis ZS
Mapping the lymphatic system across body scales and expertise domains: A report from the 2021 National Heart, Lung, and Blood Institute workshop at the Boston Lymphatic Symposium. Front Physiol. 2023; 14:1099403.
Mapping the lymphatic system across body scales and expertise domains: A report from the 2021 National Heart, Lung, and Blood Institute workshop at the Boston Lymphatic Symposium.
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
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record? J Biomed Inform. 2023 03; 139:104306.
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
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
Potential pitfalls in the use of real-world data for studying long COVID. Nat Med. 2023 05; 29(5):1040-1043.
Potential pitfalls in the use of real-world data for studying long COVID.
Hou J, Zhao R, Gronsbell J, Lin Y, Bonzel CL, Zeng Q, Zhang S, Beaulieu-Jones BK, Weber GM, Jemielita T, Wan SS, Hong C, Cai T, Wen J, Ayakulangara Panickan V, Liaw KL, Liao K, Cai T
Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies. J Med Internet Res. 2023 05 25; 25:e45662.
Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies.
Boppana A, Lee S, Malhotra R, Halushka M, Gustilo KS, Quardokus EM, Herr BW, Börner K, Weber GM
Anatomical structures, cell types, and biomarkers of the healthy human blood vasculature. Sci Data. 2023 07 19; 10(1):452.
Anatomical structures, cell types, and biomarkers of the healthy human blood vasculature.
Klann JG, Henderson DW, Morris M, Estiri H, Weber GM, Visweswaran S, Murphy SN
A broadly applicable approach to enrich electronic-health-record cohorts by identifying patients with complete data: a multisite evaluation. J Am Med Inform Assoc. 2023 11 17; 30(12):1985-1994.
A broadly applicable approach to enrich electronic-health-record cohorts by identifying patients with complete data: a multisite evaluation.
Bidanta S, Börner K, Herr BW, Nagy M, Gustilo KS, Bajema R, Maier L, Molontay R, Weber G
bioRxiv : the preprint server for biology
Functional Tissue Units in the Human Reference Atlas. bioRxiv. 2023 Oct 26.
Functional Tissue Units in the Human Reference Atlas.
Faria I, Montalvan A, Canizares S, Martins PN, Weber GM, Kazimi M, Eckhoff D
The power of partnership: Exploring collaboration dynamics in U.S. transplant research. Am J Surg. 2024 01; 227:24-33.
The power of partnership: Exploring collaboration dynamics in U.S. transplant research.
Associate Professor of Biomedical Informatics
IEEE transactions on knowledge and data engineering
HyperMinHash: MinHash in LogLog space. IEEE Trans Knowl Data Eng. 2022 Jan; 34(1):328-339.
Bustos VP, Wang R, Pardo J, Boppana A, Weber G, Itkin M, Singhal D
Mapping the Anatomy of the Human Lymphatic System. J Reconstr Microsurg. 2024 Nov; 40(9):672-679.
Mapping the Anatomy of the Human Lymphatic System.
Börner K, Blood PD, Silverstein JC, Ruffalo M, Satija R, Teichmann SA, Pryhuber G, Misra RS, Purkerson J, Fan J, Hickey JW, Molla G, Xu C, Zhang Y, Weber G, Jain Y, Qaurooni D, Kong Y, Bueckle A, Herr BW
Human BioMolecular Atlas Program (HuBMAP): 3D Human Reference Atlas Construction and Usage. bioRxiv. 2024 Aug 14.
Human BioMolecular Atlas Program (HuBMAP): 3D Human Reference Atlas Construction and Usage.
SlowMoMan: a web app for discovery of important features along user-drawn trajectories in 2D embeddings. Bioinform Adv. 2024; 4(1):vbae095.
SlowMoMan: a web app for discovery of important features along user-drawn trajectories in 2D embeddings.
Dobbins NJ, Morris M, Sadhu E, MacFadden D, Nazaire MD, Simons W, Weber G, Murphy S, Visweswaran S
Towards cross-application model-agnostic federated cohort discovery. J Am Med Inform Assoc. 2024 10 01; 31(10):2202-2209.
Towards cross-application model-agnostic federated cohort discovery.
Extracting physician group intelligence from electronic health records to support evidence based medicine. PLoS One. 2013; 8(5):e64933.
Extracting physician group intelligence from electronic health records to support evidence based medicine.
Identifying translational science within the triangle of biomedicine. J Transl Med. 2013 May 24; 11:126.
Identifying translational science within the triangle of biomedicine.
Jain Y, Walsh CL, Yagis E, Aslani S, Nandanwar S, Zhou Y, Ha J, Gustilo KS, Brunet J, Rahmani S, Tafforeau P, Bellier A, Weber GM, Lee PD, Börner K
Vasculature segmentation in 3D hierarchical phase-contrast tomography images of human kidneys. bioRxiv. 2024 Aug 26.
Vasculature segmentation in 3D hierarchical phase-contrast tomography images of human kidneys.
Wang TD, Henderson DW, Weber GM, Morris M, Sadhu EM, Murphy SN, Visweswaran S, Klann JG
Understanding Data Differences across the ENACT Federated Research Network. medRxiv. 2025 Jan 17.
Understanding Data Differences across the ENACT Federated Research Network.
Bidanta S, Börner K, Herr Ii BW, Quardokus EM, Nagy M, Gustilo KS, Bajema R, Maier E, Molontay R, Weber GM
Functional tissue units in the Human Reference Atlas. Nat Commun. 2025 Feb 11; 16(1):1526.
Functional tissue units in the Human Reference Atlas.
Börner K, Blood PD, Silverstein JC, Ruffalo M, Satija R, Teichmann SA, Pryhuber GJ, Misra RS, Purkerson JM, Fan J, Hickey JW, Molla G, Xu C, Zhang Y, Weber GM, Jain Y, Qaurooni D, Kong Y, Bueckle A, Herr BW
Human BioMolecular Atlas Program (HuBMAP): 3D Human Reference Atlas construction and usage. Nat Methods. 2025 Apr; 22(4):845-860.
Human BioMolecular Atlas Program (HuBMAP): 3D Human Reference Atlas construction and usage.
uCite: The union of nine large-scale public PubMed citation datasets with reliability filtering. Data Brief. 2025 Jun; 60:111535.
uCite: The union of nine large-scale public PubMed citation datasets with reliability filtering.
AMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science
How many patients are "normal"? Only 1.55%. AMIA Jt Summits Transl Sci Proc. 2013; 2013:79.
How many patients are "normal"? Only 1.55%.
Kahlon M, Yuan L, Daigre J, Meeks E, Nelson K, Piontkowski C, Reuter K, Sak R, Turner B, Weber GM, Chatterjee A
The use and significance of a research networking system. J Med Internet Res. 2014 Feb 07; 16(2):e46.
The use and significance of a research networking system.
Klann JG, Buck MD, Brown J, Hadley M, Elmore R, Weber GM, Murphy SN
Query Health: standards-based, cross-platform population health surveillance. J Am Med Inform Assoc. 2014 Jul-Aug; 21(4):650-6.
Query Health: standards-based, cross-platform population health surveillance.
Mandl KD, Kohane IS, McFadden D, Weber GM, Natter M, Mandel J, Schneeweiss S, Weiler S, Klann JG, Bickel J, Adams WG, Ge Y, Zhou X, Perkins J, Marsolo K, Bernstam E, Showalter J, Quarshie A, Ofili E, Hripcsak G, Murphy SN
Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS): architecture. J Am Med Inform Assoc. 2014 Jul-Aug; 21(4):615-20.
Scalable Collaborative Infrastructure for a Learning Healthcare System (SCILHS): architecture.
Faria I, Canizares S, Montalvan A, Martins PN, Weber GM, Kazimi M, Eckhoff DE
Bridging the Gap: The State of Global Transplant Research Collaboration. Transplant Direct. 2025 Jul; 11(7):e1819.
Bridging the Gap: The State of Global Transplant Research Collaboration.
Choi BK, Dayaram T, Parikh N, Wilkins AD, Nagarajan M, Novikov IB, Bachman BJ, Jung SY, Haas PJ, Labrie JL, Pickering CR, Adikesavan AK, Regenbogen S, Kato L, Lelescu A, Buchovecky CM, Zhang H, Bao SH, Boyer S, Weber G, Scott KL, Chen Y, Spangler S, Donehower LA, Lichtarge O
Proceedings of the National Academy of Sciences of the United States of America
Literature-based automated discovery of tumor suppressor p53 phosphorylation and inhibition by NEK2. Proc Natl Acad Sci U S A. 2018 10 16; 115(42):10666-10671.
Literature-based automated discovery of tumor suppressor p53 phosphorylation and inhibition by NEK2.
Finding the missing link for big biomedical data. JAMA. 2014 Jun 25; 311(24):2479-80.
Finding the missing link for big biomedical data.
Levy S, Pierce S, Cravero J, Baig SA, Brogna M, Chidambaran V, Mandler T, Sutherland T, Fernandez A, Brat G, Agniel D, Hassler G, Minegishi M, Walter C, Weber G, Gongora DS, Wosepka R, Weitzman ER, Subramaniam GA
Journal of substance use and addiction treatment
Adolescent outcomes of Post-operative opioid EXposure (APEX): Protocol for a multisite observational study. J Subst Use Addict Treat. 2026 Apr 10; 209958.
Adolescent outcomes of Post-operative opioid EXposure (APEX): Protocol for a multisite observational study.
Understanding data differences across the ENACT federated research network. JAMIA Open. 2026 Apr; 9(2):ooag038.
Understanding data differences across the ENACT federated research network.
Warner ET, Carapinha R, Weber GM, Hill EV, Reede JY
Academic medicine : journal of the Association of American Medical Colleges
Considering context in academic medicine: differences in demographic and professional characteristics and in research productivity and advancement metrics across seven clinical departments. Acad Med. 2015 Aug; 90(8):1077-83.
Considering context in academic medicine: differences in demographic and professional characteristics and in research productivity and advancement metrics across seven clinical departments.
Federated queries of clinical data repositories: Scaling to a national network. J Biomed Inform. 2015 Jun; 55:231-6.
Federated queries of clinical data repositories: Scaling to a national network.
Donato J, Campigotto F, Uhlmann EJ, Coletti E, Neuberg D, Weber GM, Zwicker JI
Intracranial hemorrhage in patients with brain metastases treated with therapeutic enoxaparin: a matched cohort study. Blood. 2015 Jul 23; 126(4):494-9.
Intracranial hemorrhage in patients with brain metastases treated with therapeutic enoxaparin: a matched cohort study.
Faculty Promotion and Attrition: The Importance of Coauthor Network Reach at an Academic Medical Center. J Gen Intern Med. 2016 Jan; 31(1):60-7.
Faculty Promotion and Attrition: The Importance of Coauthor Network Reach at an Academic Medical Center.
Hauser TH, Salastekar N, Schaefer EJ, Desai T, Goldfine HL, Fowler KM, Weber GM, Welty F, Clouse M, Shoelson SE, Goldfine AB
Effect of Targeting Inflammation With Salsalate: The TINSAL-CVD Randomized Clinical Trial on Progression of Coronary Plaque in Overweight and Obese Patients Using Statins. JAMA Cardiol. 2016 07 01; 1(4):413-23.
Effect of Targeting Inflammation With Salsalate: The TINSAL-CVD Randomized Clinical Trial on Progression of Coronary Plaque in Overweight and Obese Patients Using Statins.
Visualizing healthcare system dynamics in biomedical Big Data
Harvard Clinical and Translational Science Center
Modeling scientific workforce dynamics using social network analysis
Collaborative Infrastructure for a Learning Healthcare System
A Systems Approach to Advancing Workforce Inclusion and Diversity
EAGER-Profiles: Using researcher profiles to demonstrate the impact of investments in science
Identifying cross-disciplinary pathways to translational science
Massachusetts Medical Society Medical Technology Award
Top Podium Presentation at AMIA 2011 Joint Summits on Translational Science
Distinguished Poster Award at AMIA 2010 Annual Symposium
Col NF, Weber G, Stiggelbout A, Chuo J, D'Agostino R, Corso P
Short-term menopausal hormone therapy for symptom relief: an updated decision model. Arch Intern Med. 2004 Aug 9-23; 164(15):1634-40.
Short-term menopausal hormone therapy for symptom relief: an updated decision model.
Xu Y, Stange-Thomann N, Weber G, Bo R, Dodge S, David RG, Foley K, Beheshti J, Harris NL, Birren B, Lander ES, Meyerson M
Pathogen discovery from human tissue by sequence-based computational subtraction. Genomics. 2003 Mar; 81(3):329-35.
Pathogen discovery from human tissue by sequence-based computational subtraction.
Blackshaw S, Harpavat S, Trimarchi J, Cai L, Huang H, Kuo WP, Weber G, Lee K, Fraioli RE, Cho SH, Yung R, Asch E, Ohno-Machado L, Wong WH, Cepko CL
Genomic analysis of mouse retinal development. PLoS Biol. 2004 Sep; 2(9):E247.
Genomic analysis of mouse retinal development.
Michaelson J, Satija S, Moore R, Weber G, Halpern E, Garland A, Puri D, Kopans DB
The pattern of breast cancer screening utilization and its consequences. Cancer. 2002 Jan 01; 94(1):37-43.
The pattern of breast cancer screening utilization and its consequences.
Mantia C, Uhlmann EJ, Puligandla M, Weber GM, Neuberg D, Zwicker JI
Predicting the higher rate of intracranial hemorrhage in glioma patients receiving therapeutic enoxaparin. Blood. 2017 06 22; 129(25):3379-3385.
Predicting the higher rate of intracranial hemorrhage in glioma patients receiving therapeutic enoxaparin.
Building an asynchronous web-based tool for machine learning classification. Proc AMIA Symp. 2002; 869-73.
Building an asynchronous web-based tool for machine learning classification.
Milo R, Jorgensen P, Moran U, Weber G, Springer M
BioNumbers--the database of key numbers in molecular and cell biology. Nucleic Acids Res. 2010 Jan; 38(Database issue):D750-3.
BioNumbers--the database of key numbers in molecular and cell biology.
Wang KC, Jeanmenne A, Weber GM, Thawait SK, Thawait S, Carrino JA
An online evidence-based decision support system for distinguishing benign from malignant vertebral compression fractures by magnetic resonance imaging feature analysis. J Digit Imaging. 2011 Jun; 24(3):507-15.
An online evidence-based decision support system for distinguishing benign from malignant vertebral compression fractures by magnetic resonance imaging feature analysis.
Pizza Combinatorics Revisited. The College Mathematics Journal. 2006; 37(1):43-4.
Representation in stochastic search for phylogenetic tree reconstruction. J Biomed Inform. 2006 Feb; 39(1):43-50.
Representation in stochastic search for phylogenetic tree reconstruction.
Murphy SN, Dubey A, Embi PJ, Harris PA, Richter BG, Turisco F, Weber GM, Tcheng JE, Keogh D
Current state of information technologies for the clinical research enterprise across academic medical centers. Clin Transl Sci. 2012 Jun; 5(3):281-4.
Current state of information technologies for the clinical research enterprise across academic medical centers.
Gender Differences in Receipt of National Institutes of Health R01 Grants Among Junior Faculty at an Academic Medical Center: The Role of Connectivity, Rank, and Research Productivity. J Womens Health (Larchmt). 2017 10; 26(10):1086-1093.
Gender Differences in Receipt of National Institutes of Health R01 Grants Among Junior Faculty at an Academic Medical Center: The Role of Connectivity, Rank, and Research Productivity.
Natter MD, Quan J, Ortiz DM, Bousvaros A, Ilowite NT, Inman CJ, Marsolo K, McMurry AJ, Sandborg CI, Schanberg LE, Wallace CA, Warren RW, Weber GM, Mandl KD
An i2b2-based, generalizable, open source, self-scaling chronic disease registry. J Am Med Inform Assoc. 2013 Jan 01; 20(1):172-9.
An i2b2-based, generalizable, open source, self-scaling chronic disease registry.
Estimates of Breast Cancer Growth Rate and Sojourn Time from Screening Database Information
Journal of Women's Imaging. Estimates of Breast Cancer Growth Rate and Sojourn Time from Screening Database Information. 2003; (1):11-19.
Weber GM, Adams WG, Bernstam EV, Bickel JP, Fox KP, Marsolo K, Raghavan VA, Turchin A, Zhou X, Murphy SN, Mandl KD
Biases introduced by filtering electronic health records for patients with "complete data". J Am Med Inform Assoc. 2017 Nov 01; 24(6):1134-1141.
Biases introduced by filtering electronic health records for patients with "complete data".
Multivariate selection of genetic markers in diagnostic classification. Artif Intell Med. 2004 Jun; 31(2):155-67.
Multivariate selection of genetic markers in diagnostic classification.
Federated queries of clinical data repositories: the sum of the parts does not equal the whole. J Am Med Inform Assoc. 2013 Jun; 20(e1):e155-61.
Federated queries of clinical data repositories: the sum of the parts does not equal the whole.
Bhattacharjee A, Richards WG, Staunton J, Li C, Monti S, Vasa P, Ladd C, Beheshti J, Bueno R, Gillette M, Loda M, Weber G, Mark EJ, Lander ES, Wong W, Johnson BE, Golub TR, Sugarbaker DJ, Meyerson M
Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses. Proc Natl Acad Sci U S A. 2001 Nov 20; 98(24):13790-5.
Classification of human lung carcinomas by mRNA expression profiling reveals distinct adenocarcinoma subclasses.
Michaelson JS, Silverstein M, Wyatt J, Weber G, Moore R, Halpern E, Kopans DB, Hughes K
Predicting the survival of patients with breast carcinoma using tumor size. Cancer. 2002 Aug 15; 95(4):713-23.
Predicting the survival of patients with breast carcinoma using tumor size.