Discovering treatment pattern in traditional Chinese medicine clinical cases using topic model and domain knowledge.
Liang YaoYin ZhangBaogang WeiWei WangYuejiao ZhangXiaolin RenPublished in: BIBM (2014)
Keyphrases
- traditional chinese medicine
- topic models
- text mining
- domain knowledge
- topic modeling
- latent dirichlet allocation
- clinical data
- data mining
- domain experts
- latent variables
- latent topics
- knowledge discovery
- text classification
- data analysis
- generative model
- network analysis
- co occurrence
- probabilistic model
- data sets
- latent topic model
- probabilistic topic models
- unsupervised learning
- information extraction
- machine learning
- databases