Reinforcement learning evaluation of treatment policies for patients with hepatitis C virus.
Brandon OselioAmit G. SingalXuefei ZhangTony VanBoang LiuJi ZhuAkbar K. WaljeePublished in: BMC Medical Informatics Decis. Mak. (2022)
Keyphrases
- reinforcement learning
- optimal policy
- hepatitis c virus
- medical care
- clinical data
- medical treatment
- markov decision process
- state space
- medical data
- real patient data
- control policies
- medical doctors
- acute myocardial infarction
- markov decision processes
- control policy
- clinical information
- policy search
- clinical decision making
- learning algorithm