Reinforcement Learning for Clinical Decision Support in Critical Care: Comprehensive Review

• Main Authors: Liu, Siqi (Author), See, Kay Choong (Author), Ngiam, Kee Yuan (Author), Celi, Leo Anthony (Author), Sun, Xingzhi (Author), Feng, Mengling (Author)
• Format: Knjiga
• Izdano: JMIR Publications, 2020-07-01T00:00:00Z.
• Teme: article
• Online dostop: Connect to this object online.

BackgroundDecision support systems based on reinforcement learning (RL) have been implemented to facilitate the delivery of personalized care. This paper aimed to provide a comprehensive review of RL applications in the critical care setting. ObjectiveThis review aimed to survey the literature on RL...