Penn Medicine
Help | Search | Site Map | Contact   
faculty photo

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
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.
Post-Graduate Training
Intern, Internal Medicine, Hospital of the University of Pennsylvania, 2011-2012.
Resident, Internal Medicine, Hospital of the University of Pennsylvania, 2012-2014.
Fellow, Pulmonary and Critical Care Medicine, Hospital of the University of Pennsylvania, 2014-2017.
Postdoctoral Fellow, Perelman School of Medicine, University of Pennsyvlania, 2018-2018.
Certifications
American Board of Internal Medicine, Internal Medicine, 2014.
American Board of Internal Medicine, Pulmonary Disease, 2016.
American Board of Internal Medicine, Critical Care Medicine, 2018.
Permanent link
 
> Perelman School of Medicine   > Faculty   > Details

Description of Clinical Expertise

critical care medicine, pulmonary diseases, general internal medicine

Description of Other Expertise

population health, health policy, health services research

Description of Research Expertise

clinical informatics, natural language processing, machine learning, social network analysis

Selected Publications

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.

Kohn R, Weissman GE, Wang W, et al. : Prediction of In-hospital Mortality Among Intensive Care Unit Patients Using Modified Daily Laboratory-based Acute Physiology Score, Version 2. 2023;00(00). Medical Care 2023.

Oscar J L Mitchel, Stacie Neefe, Jennifer C Ginestra, William D Schweickert, Scott Falk, Gary E Weissman, Donna Covin, Justine Shults, Benjamin S Abella, Michael G S Shashaty: Association of Time to Rapid Response Team Activation With Patient Outcomes Using a Range of Physiologic Deterioration Thresholds. Critical Care Explorations 4(11): e0786, November 2022.

Jasmine A Silvestri# Tyler E Kmiec#, Nicholas S Bishop, Susan H Regli, Gary E Weissman: Desired Characteristics of a Clinical Decision Support System for Early Sepsis Recognition: Interview Study Among Hospital-Based Clinicians. JMIR Human Factors 9(4): e36976, October 2022.

Jennifer C Ginestra, Rachel Kohn, Rebecca A Hubbard, Andrew Crane-Droesch, Scott D. Halpern, Meeta Prasad Kerlin, Gary E Weissman: Association of Unit Census with Delays in Antimicrobial Initiation among Ward Patients with Hospital-acquired Sepsis. Annals of the American Thoracic Society 19(9): 1525-1533, September 2022.

back to top
Last updated: 09/20/2023
The Trustees of the University of Pennsylvania
 
© The Trustees of the University of Pennsylvania. Site best viewed with a supported browser.
SOM Home International Programs Penn Alumni Clinical Trials Centers and Institutes Departments Faculty Research Education Administration