Learning to Detect Sepsis with a Multitask Gaussian Process RNN Classifier

Joseph Futoma, Sanjay Hariharan, Katherine A. Heller

Abstract: We present a scalable end-to-end classifier that uses streaming physiological and medication data to accurately predict the onset of sepsis, a life-threatening complication from infections that has...