Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning - Peng, Xuefeng; Ding, Yi; Wihl, David; Gottesman, Omer; Komorowski, Matthieu; Lehman, Li-Wei H; Ross, Andrew; Faisal, Aldo; Doshi-Velez, Finale (AMIA ... Annual Symposium proceedings, 2018)
Keywords: Deep Learning; Fluid Therapy - adverse effects; Humans; Infusions, Intravenous; Intensive Care Units; Machine Learning; Medical History Taking; Observation; Retrospective Studies; Sepsis - therapy; Vasoconstrictor Agents - adverse effects; Vasoconstrictor Agents - therapeutic use