Comparison of Early Warning Scoring Systems for Hospitalized Patients With and Without Infection at Risk for In-Hospital Mortality and Transfer to the Intensive Care UnitMatthew M. Churpek, Yun Lu, Kyle A. Carey et al.|JAMA Network Open|2020Cited by 178
Internal and External Validation of a Machine Learning Risk Score for Acute Kidney InjuryMatthew M. Churpek, Jay L. Koyner, Kyle A. Carey et al.|JAMA Network Open|2020Cited by 117
Identifying High-Risk Subphenotypes and Associated Harms From Delayed Antibiotic Orders and Delivery*Xuan Han, Matthew M. Churpek, Christopher Winslow et al.|Critical Care Medicine|2021Cited by 34
Determining the Electronic Signature of Infection in Electronic Health Record DataMatthew M. Churpek, Dana P. Edelson, Jay Dumanian et al.|Critical Care Medicine|2021Cited by 26
Identifying infected patients using semi-supervised and transfer learningFereshteh S. Bashiri, Matthew M. Churpek, John Caskey et al.|Journal of the American Medical Informatics Association|2022Cited by 7