Gary E. Weissman, MD, MSHP
Assistant Professor of Medicine (Pulmonary, Allergy and Critical Care)
Senior Fellow, Leonard Davis Institute of Health Economics
Core Faculty, Palliative and Advanced Illness Research Center, Department of Medicine, University of Pennsylvania
Senior Fellow, Institute for Biomedical Informatics
Department: Medicine
Contact information
306 Blockley Hall, 423 Guardian Drive
Philadelphia, PA 19104
Philadelphia, PA 19104
Publications
Education:
AB (Physics)
Dartmouth College, 2002.
MD (Medicine)
Sidney Kimmel Medical College, Thomas Jefferson University, 2011.
MSHP (Health Policy Research)
Perelman School of Medicine, University of Pennsylvania, 2017.
Permanent linkAB (Physics)
Dartmouth College, 2002.
MD (Medicine)
Sidney Kimmel Medical College, Thomas Jefferson University, 2011.
MSHP (Health Policy Research)
Perelman School of Medicine, University of Pennsylvania, 2017.
Description of Clinical Expertise
critical care medicine, pulmonary diseases, general internal medicineDescription of Other Expertise
population health, health policy, health services researchDescription of Research Expertise
clinical informatics, natural language processing, machine learning, social network analysisSelected Publications
Weissman GE.: Evaluation and Regulation of Artificial Intelligence Medical Devices for Clinical Decision Support Annu Rev Biomed Data Sci February 2025.Gary E. Weissman, Laura Zwaan, and Sigall K. Bell: Diagnostic scope: the AI can’t see what the mind doesn’t know. Diagnosis December 2024.
Herman DS, Reece JT, Weissman GE: Lessons for local oversight of AI in medicine from the regulation of clinical laboratory testing. npj Digital Medicine 7(1): 1-6, December 2024.
Lee CR, Aysola J, Chen X, Addisu E, Klein A, Weissenbacher D, Gonzalez-Hernandez G, Weissman GE.: Race and Ethnicity and Clinician Linguistic Expressions of Doubt in Hospital Admission Notes. JAMA Network Open 7(10): e2438550, October 2024.
Alexander T Moffett, Cole Bowerman, Sanja Stanojevic, Nwamaka D Eneanya, Scott D Halpern, Gary E Weissman: Global, Race-Neutral Reference Equations and Pulmonary Function Test Interpretation. JAMA Network Open Page: e2316174, June 2023.
Jennifer C Ginestra, Rachel Kohn, Rebecca A Hubbard, Catherine Auriemma, Mitesh S Patel, George L Anesi, Meeta Prasad Kerlin, Gary E Weissman: Association of Time of Day with Delays in Antimicrobial Initiation among Ward Patients with Hospital-onset Sepsis. Ann Am Thorac Soc May 2023.
Jessica T. Lee, MD, MHS, MSHP1, Alexander T. Moffett, MD, George Maliha, MD, JD, Zahra Faraji, PhD, Genevieve P. Kanter, PhD, Gary E. Weissman, MD, MSHP: Analysis of Devices Authorized by the FDA for Clinical Decision Support in Critical Care. JAMA Internal Medicine 2023.
Gary E. Weissman, MD, MSHP; Karen E. Joynt Maddox, MD, MPH: Guiding Risk Adjustment Models Toward Machine Learning Methods. JAMA August 2023.
Anthony J. Nastasi, Katherine R. Courtright, Scott D. Halpern & Gary E. Weissman : A vignette-based evaluation of ChatGPT’s ability to provide appropriate and equitable medical advice across care contexts. Scientific Reports 13, October 2023.
Andrea L. C. Schneider, Jennifer C. Ginestra, Meeta Prasad Kerlin, Michael G. S. Shashaty, Todd A. Miano, Daniel S. Herman, Oscar J. L. Mitchell, Rachel Bennett, Alexander T. Moffett, John Chandler, Atul Kalanuria, Zahra Faraji, Nicholas S. Bishop, Benjamin Schmid, Angela T. Chen, Kathryn H. Bowles, Thomas Joseph, Rachel Kohn, Rachel R. Kelz, George L. Anesi, Monisha Kumar, Ari B. Friedman, Emily Vail, Nuala J. Meyer, Blanca E. Himes, Gary E. Weissman: The Complete Inpatient Record Using Comprehensive Electronic Data (CIRCE) project: A team-based approach to clinically validated, research-ready electronic health record data. Learning Health Systems 2024.