Matthew Churpek MD MPH, PhD
Critical Care Medicine
Physician-Scientist, Pulmonary and Critical Care, University Wisconsin-Madison
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600 Highland AveMadison, WI 53792
Phone+1 608-263-7203
Fax+1 608-263-9103
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Summary
- Dr. Matthew Churpek is a critical care physician-scientist in Madison, WI, affiliated with the University of Wisconsin-Madison. He received his medical degree from Duke University School of Medicine and has been in practice 12 years.
Education & Training
University of ChicagoPhD, Epidemiology, 2011 - 2014
University of ChicagoFellowship, Pulmonary Disease and Critical Care Medicine, 2008 - 2013- University of ChicagoResidency, Internal Medicine, 2005 - 2008
Duke University School of MedicineClass of 2005
University of North CarolinaMPH, 2003 - 2004
Certifications & Licensure
IL State Medical License 2008 - 2026
WI State Medical License 2019 - 2025
American Board of Internal Medicine Internal Medicine- American Board of Internal Medicine Critical Care Medicine
- American Board of Internal Medicine Pulmonary Disease
American Board of Preventive Medicine Clinical Informatics
Awards, Honors, & Recognition
- Young Investigator Award American Heart Association, 2014
- ASCI Young Physician-Scientist Award The American Society for Clinical Investigation, 2014
- CMS Meaningful Use Stage 1 Certification EpicCare Ambulatory EMR, Epic Systems Corporation, 2013
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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 - Association of the 2018 U.S. Heart Allocation Policy Change and the Survival Benefit of Heart Transplantation.Stratton B Tolmie, Robert D Gibbons, Allen S Anderson, Kiran K Khush, Kaveri Chhikara
JACC. Heart Failure. 2025-06-04 - Evidence-based personalised medicine in critical care: a framework for quantifying and applying individualised treatment effects in patients who are critically ill.Elizabeth S Munroe, Alexandra Spicer, Andrea Castellvi-Font, Ann Zalucky, Jose Dianti
The Lancet. Respiratory Medicine. 2025-06-01
Journal Articles
- Comparison of Variable Selection Methods for Clinical Predictive ModelingMatthew Churpek, MD, ScienceDirect
Press Mentions
Yale New Haven Health Study Finds Wide Variation in Performance of Hospital Early Warning SystemsOctober 15th, 2024- Hospital Socioeconomic Status, Strain May Increase Death Rate Among ICU Patients with COVID-19November 17th, 2021
- COVID-19 Data Model Quantifies Region-Specific Impact of Social Distancing OrdersOctober 27th, 2020
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Grant Support
- Sepsis Early Prediction and Subphenotype Illumination Study (SEPSIS)National Institute of General Medical Sciences (NIGMS)2017–2022
- Predicting In-hospital Cardiac Arrest Using Electronic Health Record DataNHLBI2014–2018
Committees
- Member, AHA Adult Research Taskforce 2015 - Present
Professional Memberships
- Member
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