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5841 S. MARYLAND AVE.M/C 2007Chicago, IL 60637
Phone+1 773-834-2191
Fax+1 773-834-2238
Dr. Peres Edelson is on Doximity
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Education & Training
University of ChicagoResidency, Emergency Medicine, 2004 - 2005- University of ChicagoResidency, Internal Medicine, 2001 - 2004
University of Chicago Division of the Biological Sciences The Pritzker School of MedicineClass of 2001
Certifications & Licensure
IL State Medical License 2004 - 2026
American Board of Internal Medicine Internal Medicine
Publications & Presentations
PubMed
- Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients: Observational Cohort Study.Charles A Kotula, Jennie Martin, Kyle A Carey, Dana P Edelson, Dmitriy Dligach
Journal of Medical Internet Research. 2025-06-11 - 1 citationsMachine Learning for Predicting Critical Events Among Hospitalized Children.Sierra Strutz, Huan Liang, Kyle Carey, Fereshteh Bashiri, Priti Jani
JAMA Network Open. 2025-05-01 - Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients: An Observational Cohort Study.Charles A Kotula, Jennie Martin, Kyle A Carey, Dana P Edelson, Dmitriy Dligach
Journal of Medical Internet Research. 2025-04-30
Press Mentions
AI in Healthcare: Boon or Burden?February 11th, 2025- Health Care AI Aimed at Saving Money Turns Out to Require a Lot of Expensive HumansJanuary 10th, 2025
- Simple Beats Sophisticated in Early Warning ToolsOctober 16th, 2024
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Grant Support
- Opening The Black Box: Enhancing Machine Learning Interpretability To Optimize Clinical Response To Sudden Deterioration In COVID-19 PatientsAGILEMD, INC.2021–2025
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