Development and Initial Implementation of a Machine-Learning-Based Predictive Index for Critical Deterioration among Hospitalized Children

Christopher M. Horvat(University of Pittsburgh), Srinivasan Suresh(University of Pittsburgh), Denee Marasco(UPMC Health System), Stacey Cote(Children's Hospital of Pittsburgh), Gabriella Butler(Children's Hospital of Pittsburgh), Henry Ogoe(Children's Hospital of Pittsburgh), Celia Pulver(Children's Hospital of Pittsburgh), Sarah Rubin(Children's Hospital of Pittsburgh), Heidilyn Dolinich(UPMC Health System), Sajel Kantawala(University of Pittsburgh), Holly Warmus(Children's Hospital of Pittsburgh)
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