Clinical data preprocessing and case studies of POMDP for TCM treatment knowledge discovery.
Kai LiuXuezhong ZhouYan FengJie LiuPublished in: Healthcom (2012)
Keyphrases
- clinical data
- knowledge discovery
- traditional chinese medicine
- preprocessing
- case study
- cancer patients
- real patient data
- clinical information
- electronic medical record
- clinical decision making
- liver disease
- patient outcomes
- acute myocardial infarction
- evidence based medicine
- patient data
- statistical analysis
- medical data
- reinforcement learning
- raw data
- databases
- electronic health records
- text mining
- medical knowledge
- association rules
- data mining
- real world
- open source
- health status
- patient records
- optimal policy
- decision support
- domain experts
- machine learning
- clinical data sets
- data analysis
- treatment plan
- information retrieval
- mr images