MatthewChurpekMDMPH, PhD
Pulmonology • Madison, WICritical Care Medicine
Physician-Scientist, Pulmonary and Critical Care, University Wisconsin-Madison
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Office
600 Highland Ave
Madison, WI 53792Phone+1 608-263-7203Fax+1 608-263-9103
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
- Machine Learning-Driven Modeling to Predict Postdischarge Venous Thromboembolism After Pancreatectomy for Pancreas Cancer.Kaleem S Ahmed, Sheriff M Issaka, Clayton T Marcinak, Sehar S Virani, Taylor Jaraczewski
Annals of Surgical Oncology. 2025-02-20 - Machine Learning-Based Pediatric Early Warning Score: Patient Outcomes in a Pre- Versus Post-Implementation Study, 2019-2023.Anoop Mayampurath, Kyle Carey, Brett Palama, Monica Gonzalez, Joe Reid
Pediatric Critical Care Medicine. 2025-02-01 - Uncertainty estimation in diagnosis generation from large language models: next-word probability is not pre-test probability.Yanjun Gao, Skatje Myers, Shan Chen, Dmitriy Dligach, Timothy Miller
JAMIA Open. 2025-02-01
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
- Member
- Member
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