Matthew M. Churpek

Quick Sepsis-related Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and Early Warning Scores for Detecting Clinical Deterioration in Infected Patients outside the Intensive Care Unit

Matthew M. Churpek, Ashley Snyder, Xuan Han et al. · American Journal of Respiratory and Critical Care Medicine · 2016 · 701 citations · Full text

Veterinary Medicine, Clinical Sciences, Infectious Diseases +17

Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards

Matthew M. Churpek, Trevor C. Yuen, Christopher Winslow et al. · Critical Care Medicine · 2016 · 648 citations

Computing, Health Informatics, Machine Learning +16

Annual Incidence of Adult and Pediatric In-Hospital Cardiac Arrest in the United States

Mathias J. Holmberg, Catherine E. Ross, Garrett M. Fitzmaurice et al. · Circulation Cardiovascular Quality and Outcomes · 2019 · 477 citations · Full text

Public Health, Child Health, Pediatrics +14

Incidence and Prognostic Value of the Systemic Inflammatory Response Syndrome and Organ Dysfunctions in Ward Patients

Matthew M. Churpek, Frank J. Zadravecz, Christopher Winslow et al. · American Journal of Respiratory and Critical Care Medicine · 2015 · 366 citations

Veterinary Medicine, Clinical Sciences, Critical Care Medicine +16

The Development of a Machine Learning Inpatient Acute Kidney Injury Prediction Model*

Jay L. Koyner, Kyle A. Carey, Dana P. Edelson et al. · Critical Care Medicine · 2018 · 324 citations

Medicine, Biomedical Informatics, Health Informatics +17