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
Shazia M Siddique, Corinne V Evans, Michael Harhay, Eric S Johnson, Jaya Aysola, Gary E Weissman, Nikhil K Mull, Emilia Flores, Harald Schmidt, Kelley Tipton, Brian Leas, Jennifer S Lin: Critical Appraisal for Racial and Ethnic Equity in Clinical Prediction Models Extension: Development of a Critical Appraisal Tool Extension to Assess Racial and Ethnic Equity-Related Risk of Bias for Clinical Prediction Models. Health Equity 7(1): 773-781, November 2023.Shazia M Siddique, Corinne V Evans, Michael Harhay, Eric S Johnson, Jaya Aysola, Gary E Weissman, Nikhil K Mull, Emilia Flores, Harald Schmidt, Kelley Tipton, Brian Leas, Jennifer S Lin : Critical Appraisal for Racial and Ethnic Equity in Clinical Prediction Models Extension: Development of a Critical Appraisal Tool Extension to Assess Racial and Ethnic Equity-Related Risk of Bias for Clinical Prediction Models Health Equity 7(1): 773-781, November 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.
Rachel Kohn, Michael O Harhay, Gary E Weissman, Ryan Urbanowicz, Wei Wang, George L Anesi, Stefania Scott, Brian Bayes, S Ryan Greysen, Scott D Halpern, Meeta Prasad Kerlin: A Data-Driven Analysis of Ward Capacity Strain Metrics That Predict Clinical Outcomes Among Survivors of Acute Respiratory Failure. J Med Syst 47(1): 83, August 2023.
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.
Caitlin B Finn, James E Sharpe, Jason K Tong, Elinore J Kaufman, Heather Wachtel, Cary B Aarons, Gary E Weissman, Rachel R Kelz: Development of a Machine Learning Model to Identify Colorectal Cancer Stage in Medicare Claims. JCO Clin Cancer Inform May 2023.
Maximiliano Mollura, Francesca Baroncelli, Giulia Mandelli, Giovanni Tricella, Gary E Weissman, Daniele Poole, Pietro Caironi, Leo Anthony Celi, Riccardo Barbieri, Stefano Finazzi: Physiologic dead space is independently associated with mortality and discharge of mechanically ventilated patients with COVID-19 ARDS: a retrospective study. Scientific Reports 13(1): 5719, Apr 2023.
Janae K Heath, Caitlin B Clancy, William Pluta, Gary E Weissman, Ursula Anderson, Jennifer R Kogan, C Jessica Dine, Judy A Shea: Natural Language Processing of Learners' Evaluations of Attendings to Identify Professionalism Lapses. Evaluation & the Health Professions February 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.