Publications

Alexander T. Moffett, Cole Bowerman, Sanja Stanojevic, Nwamaka D. Eneanya, Scott D. Halpern, Gary E. Weissman (2023). Global, Race-Neutral Reference Equations and Pulmonary Function Test Interpretation. JAMA Network Open 2023;6(6):e2316174..

Jacob Martin, Andrew Crane-Droesch, Folasade Lapite, Joseph Puhl, Tyler Kmiec, Jasmine Silvestri, Lyle Ungar, Bruce Kinosian, Blanca Himes, Rebecca Hubbard, Joshua Diamond, Vivek Ahya, Michael Sims, Scott Halpern, Gary Weissman (2021). Development and validation of a prediction model for actionable aspects of frailty in the text of clinicians’ encounter notes. Journal of the American Medical Informatics Association 2021;29(1):109-119..

Anica Law, Gary Weissman, Jack Iwashyna (2020). A Dangerous Myth: Does Speaking Imply Breathing?. Annals of Internal Medicine 2020;173(9):754-755..

Gary Weissman, Andrew Crane-Droesch, Corey Chivers, ThaiBinh Luong, Asaf Hanish, Michael Levy, Jason Lubken, Michael Becker, Michael Draugelis, George Anesi, PJ Brennan, Jason Christie, Bill Hanson, Mark Mikkelsen, Scott Halpern (2020). Locally Informed Simulation to Predict Hospital Capacity Needs During the COVID-19 Pandemic. Annals of Internal Medicine 2020;173(9):754-755..

Gary Weissman, Meeta Kerlin, Yihao Yuan, Rachel Kohn, George Anesi, Peter Groeneveld, Rachel Werner, Scott Halpern (2019). Potentially Preventable Intensive Care Unit Admissions in the United States, 2006 - 2015.. Ann Am Thorac Soc 2019 Oct 4. doi: 10.1513/AnnalsATS.201905-366OC.

Gary Weissman (2019). Hierarchical Condition Categories for Pulmonary Diseases: Population Health Management and Policy Opportunities.. CHEST 2019;155(4):868-873..

Gary Weissman, Lyle Ungar, Michael Harhay, Katherine Courtright, Scott Halpern (2019). Construct validity of six sentiment analysis methods in the text of encounter notes of patients with critical illness. Journal of Biomedical Informatics 2019;89:114-121..

Gary Weissman, Rebecca Hubbard, Lyle Ungar, Michael Harhay, Casey Greene, Blanca Himes, Scott Halpern (2018). Inclusion of unstructured clinical text improves early prediction of death or prolonged ICU stay. Critical Care Medicine 2018;46(7):1125-1132..

Zachary Flamholz, Andrew Crane-Droesch, Lyle Ungar, Gary Weissman (0001). Word Embeddings Trained on Published Case Reports Are Lightweight, Effective for Clinical Tasks, and Free of Protected Health Information. Journal of Biomedical Informatics 2022;125:103971..

Anthony J. Nastasi, Katherine R. Courtright, Scott D. Halpern, Gary E. Weissman (0001). A vignette-based evaluation of ChatGPT’s ability to provide appropriate and equitable medical advice across care contexts. Scientific Reports 2023;13:17885..

Parth Shah, Jennifer Ginestra, Lyle Ungar, Paul Junker, Jeff Rohrbach, Neil Fishman, Gary Weissman (0001). A Simulated Prospective Evaluation of a Deep Learning Model for Real-Time Prediction of Clinical Deterioration Among Ward Patients. Critical Care Medicine 2021;49(8):1312-1321..