An Optimal Policy for Patient Laboratory Tests in Intensive Care Units.
Li-Fang ChengNiranjani PrasadBarbara E. EngelhardtPublished in: PSB (2019)
Keyphrases
- optimal policy
- intensive care units
- intensive care
- monitoring system
- intensive care unit
- markov decision processes
- state space
- finite horizon
- reinforcement learning
- dynamic programming
- state dependent
- infinite horizon
- long run
- average reward
- bayesian reinforcement learning
- multistage
- patient data
- decision support system
- markov decision process
- sufficient conditions
- lost sales
- health care
- decision support
- medical images
- management system
- information systems
- data mining