Ranking Gene-Drug Relationships in Biomedical Literature Using Latent Dirichlet Allocation.
Yonghui WuMei LiuW. Jim ZhengZhongming ZhaoHua XuPublished in: Pacific Symposium on Biocomputing (2012)
Keyphrases
- biomedical literature
- latent dirichlet allocation
- text mining
- biological entities
- topic models
- gene ontology terms
- semantic relationships
- lda model
- generative model
- text documents
- information extraction
- automatic extraction
- information retrieval
- natural language processing
- text classification
- knowledge discovery
- machine learning
- named entities
- data mining
- document clustering
- semantic similarity
- network analysis
- protein protein interactions
- gene function
- data analysis
- probabilistic model
- data sources
- domain ontology