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Adults (18-65), Geriatrics (65+)
Adults (18-65), Geriatrics (65+)
Hospital of the University of Pennsylvania
Medical/Intermediate Intensive Care, 9 Founders
3400 Spruce Street
Philadelphia, PA 19104
A facility of the Hospital of the University of Pennsylvania
clinical informatics, natural language processing, machine learning, social network analysis
Martin JA, Crane-Droesch A, Lapite FC, Puhl JC, Kmiec TE, Silvestri HA, Ungar LH, Kinosian BP, Himes BE, Hubbard RA, Diamond JM, Ahya V, Sims MW, Halpern SD, Weissman GE.: 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.
Shah PK, Ginestra JC, Ungar LH, Junker P, Rohrbach JI, Fishman NO, Weissman GE: A Simulated Prospective Evaluation of a Deep Learning Model for Real-Time Prediction of Clinical Deterioration Among Ward Patients Critical Care Medicine : 2021.
Weissman GE, Teeple S, Eneanya ND, Hubbard RA, Kangovi S.: Effects of neighborhood-level data on performance and algorithmic equity of a model that predicts 30-day heart failure readmissions at an urban academic medical center J Card Fail Card Fail : 2021.
George L Anesi, Jayaram Chelluri, Zaffer A Qasim, Marzana Chowdhury, Rachel Kohn, Gary E Weissman, Brian Bayes, M Kit Delgado, Benjamin S Abella, Scott D Halpern, John C Greenwood: Association of an Emergency Department-embedded Critical Care Unit with Hospital Outcomes and Intensive Care Unit Utilization Annals of the American Thoracic Society : 2020.
Weissman GE, Yadav KN, Srinivasan T, Szymanski S, Capulong F, Madden V, Courtright KR, Hart JL, Asch DA, Ratcliffe SJ, Schapira MM, Halpern SD.: Preferences for Predictive Model Characteristics among People Living with Chronic Lung Disease: A Discrete Choice Experiment Medical Decision Making : 2020.
Harhay MO, Gasparini A, Walkey AJ, Weissman GE, Crowther MJ, Ratcliffe SJ, Russell JA.: Assessing the Course of Organ Dysfunction Using Joint Longitudinal and Time-to-Event Modeling in the Vasopressin and Septic Shock Trial. Critical Care Explorations 2 (4): e0104,2020.
Weissman Gary E, Crane-Droesch Andrew, Chivers Corey, Luong ThaiBinh, Hanish Asaf, Levy Michael Z, Lubken Jason, Becker Michael, Draugelis Michael E, Anesi George L, Brennan Patrick J, Christie Jason D, Hanson Iii C William, Mikkelsen Mark E, Halpern Scott D: Locally Informed Simulation to Predict Hospital Capacity Needs During the COVID-19 Pandemic. Annals of Internal Medicine : 2020.
Chaiyachati Krisda H, Liao Joshua M, Weissman Gary E, Hubbard Rebecca A, Morgan Anna U, Buehler Anna, Shea Judy A, Armstrong Katrina A: Gender Differences in Retention and Promotion Among Generalists Who Graduated From Research-Intensive Fellowships. Journal of graduate medical education 11 (5): 535-542,2019.
Kohn Rachel, Harhay Michael O, Weissman Gary E, Anesi George L, Bayes Brian, Song Hummy, Halpern Scott D, Greysen S Ryan, Prasad Kerlin Meeta: The Association of Geographic Dispersion with Outcomes among Hospitalized Pulmonary Service Patients. Annals of the American Thoracic Society : 2019.
Weissman Gary E, Prasad Kerlin Meeta, Yuan Yihao, Kohn Rachel, Anesi George L, Groeneveld Peter W, Werner Rachel M, Halpern Scott D: Potentially Preventable Intensive Care Unit Admissions in the United States, 2006 - 2015. Annals of the American Thoracic Society : 2019.
306 Blockley Hall, 423 Guardian Drive
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