Personalized Risk Scoring for Critical Care Prognosis Using Mixtures of Gaussian Processes

Abstract

The proposed risk scoring methodology can confer huge clinical and social benefits on a massive number of critically ill inpatients who exhibit adverse outcomes including, but not limited to, cardiac arrests, respiratory arrests, and septic shocks.