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Critical Care Medicine|January 16, 2016
Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the WardsMatthew M Churpek, Trevor C Yuen, Christopher Winslow, et al.Annals of the American Thoracic Society|May 23, 2018
Predicting Intensive Care Unit Readmission with Machine Learning Using Electronic Health Record DataJuan C Rojas, Kyle A Carey, Dana P Edelson, et al.Critical Care Medicine|April 30, 2014
Relationship between ICU bed availability, ICU readmission, and cardiac arrest in the general wardsJames A Town, Matthew M Churpek, Trevor C Yuen, et al.Critical Care Medicine|May 16, 2012
Derivation of a cardiac arrest prediction model using ward vital signs*Matthew M Churpek, Trevor C Yuen, Seo Young Park, et al.Chest|November 5, 2011
Predicting cardiac arrest on the wards: a nested case-control studyMatthew M Churpek, Trevor C Yuen, Michael T Huber, et al.Chest|May 29, 2018
Implications of Centers for Medicare & Medicaid Services Severe Sepsis and Septic Shock Early Management Bundle and Initial Lactate Measurement on the Management of SepsisXuan Han, Dana P Edelson, Ashley Snyder, et al.Journal of Medical Internet Research|April 30, 2025
Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients: An Observational Cohort StudyCharles A Kotula, Jennie Martin, Kyle A Carey, et al.American Journal of Respiratory and Critical Care Medicine|August 5, 2014
Multicenter development and validation of a risk stratification tool for ward patientsMatthew M Churpek, Trevor C Yuen, Christopher Winslow, et al.Journal of Medical Internet Research|June 11, 2025
Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward Patients: Observational Cohort StudyCharles A Kotula, Jennie Martin, Kyle A Carey, et al.Medrxiv : the Preprint Server for Health Sciences|March 17, 2025
Comparison of Multimodal Deep Learning Approaches for Predicting Clinical Deterioration in Ward PatientsCharles A Kotula, Jennifer Martin, Kyle A Carey, et al.Pageof 20