RL in Clinical Care, MIMIC is the database.
Relevant Articles:
FQI：（OPtimal dosing of medication） 1.A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units DOI：10.48550/arXiv.1704.06300
2.Optimal medication dosing from suboptimal clinical examples: A deep reinforcement learning approach DOI：10.1109/EMBC.2016.7591355
3.Model-based reinforcement learning for sepsis treatment. https://doi.org/10.48550/arXiv.1811.09602
Actor-critic:(Optimal choice of medication) 4.Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation https://dl.acm.org/doi/10.1145/3219819.3219961
Double-DQN: 5.Continuous State-Space Models for Optimal Sepsis Treatment - a Deep Reinforcement Learning Approach DOI：10.48550/arXiv.1705.08422
6.Deep Reinforcement Learning for Optimal Critical Care Pain Management with Morphine using Dueling Double-Deep Q Networks DOI: 10.1109/EMBC.2019.8857295
Inverse RL: 7.Inverse reinforcement learning for intelligent mechanical ventilation and sedative dosing in intensive care units DOI: 10.1186/s12911-019-0763-6