Heart Disease and Stroke Statistics-2021 Update: A Report From the American Heart Association.
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Bedoya, Armando D; Futoma, Joseph; Clement, Meredith E; Corey, Kristin; Brajer, Nathan; Lin, Anthony; Simons, Morgan G; ... (13 authors) (JAMIA open, 2020-07)<h4>Objective</h4>Determine if deep learning detects sepsis earlier and more accurately than other models. To evaluate model performance using implementation-oriented metrics that simulate clinical practice.<h4>Materials ...
Benjamin, Emelia J; Virani, Salim S; Callaway, Clifton W; Chamberlain, Alanna M; Chang, Alexander R; Cheng, Susan; Chiuve, Stephanie E; ... (52 authors) (Circulation, 2018-03)Each year, the American Heart Association (AHA), in conjunction with the Centers for Disease Control and Prevention, the National Institutes of Health, and other government agencies, brings together in a single document ...
White, Philip Andrew (2019)We address predictive modeling for spatial and spatiotemporal modeling in a variety of settings. First, we discuss spatial and spatiotemporal data and corresponding model types used in later chapters. Specifically, we discuss ...