Matthew Churpek
Internal Medicine Residency · University of Wisconsin Hospitals and Clinics
Credentials: · · · · ·
History
- 2027–2029
Pulmonary Disease
2001–2005
Research
American Journal of Respiratory and Critical Care Medicine · 2017 · First of 7 authors · 490 citations
Critical Care Medicine · 2016 · First of 6 authors · 456 citations
The Development of a Machine Learning Inpatient Acute Kidney Injury Prediction Model
Critical Care Medicine · 2018 · Last of 4 authors · 232 citations
83 papers
74 papers
- EG
21 papers
20 papers · 8 as a fellow
- CW
19 papers
16 papers
16 papers
16 papers · 1 as a fellow
Grants
- 2021–2030
Using Causal Machine Learning for Personalized Treatment Recommendations in Critically Ill Patients
National Heart, Lung, and Blood Institute · R01
Contact PI · $3.1M · University of Wisconsin-Madison
- 2021–2027
Using Machine Learning for Early Recognition and Personalized Treatment of Acute Kidney Injury
National Institute of Diabetes and Digestive and Kidney Diseases · R01
PI · $3.4M · University of Chicago
- 2022–2027
Sepsis Early Prediction and Subphenotype Illumination Study (SEPSIS)
National Institute of General Medical Sciences · R35
Contact PI · $1.9M · University of Wisconsin-Madison
- 2017–2022
Sepsis Early Prediction and Subphenotype Illumination Study (SEPSIS)
National Institute of General Medical Sciences · R01
Contact PI · $1.9M · University of Wisconsin-Madison
Clinical trials
- 2024–2028
Combining Biomarkers and Electronic Risk Scores to Predict AKI in Hospitalized Patients
Principal investigator · Recruiting
University of Chicago