Offline reinforcement learning with uncertainty for treatment strategies in sepsis

no code implementations • 9 Jul 2021 • Ran Liu, Joseph L. Greenstein, James C. Fackler, Jules Bergmann, Melania M. Bembea, Raimond L. Winslow

Guideline-based treatment for sepsis and septic shock is difficult because sepsis is a disparate range of life-threatening organ dysfunctions whose pathophysiology is not fully understood.

reinforcement-learning Reinforcement Learning (RL)