Description of Research Expertise
clinical informatics, natural language processing, machine learning, social network analysis
Selected Publications
Acker, R.C., Perron, I.J., Rosenthal, J.W., Landau, S.I., Horn, C.C., Piersanti, K., Weissman, G.E., Kelz, R.R.: Microassessments Generating Insight on Competence (MAGIC) Pilot: A new resident assessment approach Association for Program Directors in Surgery Annual Meeting (ePoster Presentation, May 6-8, 2025, Seattle, WA) : 2025.
Ernecoff NC, Faraji Z, Tian J, Wessell KL, Cooney-Zingman E, Halpern SD, Hanson LC, Weissman GE.: Development and Validation of a Prediction Model for 6-Month Mortality Risk among Nursing Home Residents Living with Late-Stage Dementia. American Academy of Hospice and Palliative Medicine Annual Assembly, Denver, CO. Poster Presentation. : 2025.
Ivan J. Gonzalez Corral, Kathryn McGrath, Pallavi Kumar, Nicholas Bishop, Craig Kwiatkowski, Nirali Patel, Gary E. Weissman, Elizabeth Cooney-Zingman, Andrea Segal, Scott D. Halpern: Barriers and Benefits of Subsidized Medical Cannabis in Oncologic Outpatient Palliative Care American Academy of Hospice and Palliative Medicine Annual Assembly, Denver, CO. Poster Presentation. : 2025.
Gary E. Weissman, Laura Zwaan, and Sigall K. Bell: Diagnostic scope: the AI can’t see what the mind doesn’t know Diagnosis : 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): 1-6,2024.
Alexander T Moffett, Scott D Halpern, Gary E Weissman: Sex Differences in the Diagnosis of Chronic Obstructive Pulmonary Disease after Spirometry Annals of the American Thoracic Society : 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): e2438550,2024.
Gary E. Weissman: Moving From In Silico to In Clinico Evaluations of Machine Learning-Based Interventions in Critical Care Critical Care Medicine 52 (7): 1141-1144,2024.
Ginestra JC, Kerlin MP, Weissman GE.: Demarcating "Time-zero" of Sepsis Onset Among Patients with Hospital-onset Sepsis Using Adult Sepsis Event Criteria. Poster Discussion, American Thoracic Society International Conference 2024, San Diego, CA. : 2024.
Levy E, Fuchs B, Harhay MO, Kohn R, Scott S, Weissman GE, Kerlin MP.: Advantages and Caveats of Using the SpO2/FiO2 Ratio to Identify Hypoxemia Poster Discussion, American Thoracic Society International Conference 2024, San Diego, CA. : 2024.
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