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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
- ASO Visual Abstract: Machine Learning-Driven Modeling to Predict Post-Discharge 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. 2025-03-27 - Comparison of Chart Review and Administrative Data in Developing Predictive Models for Readmissions in Chronic Obstructive Pulmonary Disease.Sukarn Chokkara, Michael G Hermsen, Matthew Bonomo, Samuel Kaskovich, Maximilian J Hemmrich
Chronic Obstructive Pulmonary Diseases. 2025-03-27 - Leveraging Medical Knowledge Graphs Into Large Language Models for Diagnosis Prediction: Design and Application Study.Yanjun Gao, Ruizhe Li, Emma Croxford, John Caskey, Brian W Patterson
JMIR AI. 2025-02-24
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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