Novel Pediatric Mortality Risk Prediction Score Based on Nonlinear Feature Transformations
Existing patient risk scores such as PRISM III are widely used in pediatric intensive care units (PICU) and have been extensively validated in various settings. While simple enough to allow for fast manual evaluation, PRISM III dichotomizes predictive variables to form prediction scores, which may lead to critical failtures. In this work, WNCG Prof.
