Learning to Treat Sepsis with Multi-Output Gaussian Process Deep Recurrent Q-Networks

ICLR 2018 Joseph FutomaAnthony LinMark SendakArmando BedoyaMeredith ClementCara O'BrienKatherine Heller

Sepsis is a life-threatening complication from infection and a leading cause of mortality in hospitals. While early detection of sepsis improves patient outcomes, there is little consensus on exact treatment guidelines, and treating septic patients remains an open problem... (read more)

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