Monitoring Approaches for a Pediatric Chronic Kidney Disease Machine Learning Model.
The purpose of this study is to evaluate the ability of three metrics to monitor for a reduction in performance of a chronic kidney disease (CKD) model deployed at a pediatric hospital.
Author(s): Morse, Keith E, Brown, Conner, Fleming, Scott, Todd, Irene, Powell, Austin, Russell, Alton, Scheinker, David, Sutherland, Scott M, Lu, Jonathan, Watkins, Brendan, Shah, Nigam H, Pageler, Natalie M, Palma, Jonathan P
DOI: 10.1055/s-0042-1746168