Discovering treatment pattern in Traditional Chinese Medicine clinical cases by exploiting supervised topic model and domain knowledge.
Liang YaoYin ZhangBaogang WeiWei WangYuejiao ZhangXiaolin RenYali BianPublished in: J. Biomed. Informatics (2015)
Keyphrases
- traditional chinese medicine
- topic models
- domain knowledge
- text mining
- topic modeling
- latent dirichlet allocation
- data mining
- latent variables
- co occurrence
- clinical data
- knowledge discovery
- semi supervised
- data analysis
- information extraction
- generative model
- natural language processing
- latent topics
- text classification
- supervised learning
- probabilistic model
- feature selection
- medical images
- databases
- prior knowledge
- machine learning
- real world