Causal discovery approach with reinforcement learning for risk factors of type II diabetes mellitus.
Xiu-e GaoJian-Gang HuBo ChenYun-Ming WangShengbin ZhouPublished in: BMC Bioinform. (2023)
Keyphrases
- diabetes mellitus
- type ii
- causal discovery
- reinforcement learning
- risk factors
- causal models
- type i error
- diabetic patients
- causal relationships
- discovery process
- bayesian networks
- directed acyclic graph
- optimal policy
- risk management
- state space
- risk assessment
- learning algorithm
- machine learning
- real world
- knowledge discovery
- learning process
- statistical methods
- smart card
- computational intelligence
- case based reasoning
- case study
- decision making
- data mining