Extraction of Gene-Disease Relations from Medline Using Domain Dictionaries and Machine Learning.
Hong-Woo ChunYoshimasa TsuruokaJin-Dong KimRie ShibaNaoki NagataTeruyoshi HishikiJun'ichi TsujiiPublished in: Pacific Symposium on Biocomputing (2006)
Keyphrases
- machine learning
- text mining
- medical domain
- biomedical literature
- genia corpus
- information extraction
- domain specific
- automatic extraction
- knowledge acquisition
- machine learning algorithms
- machine learning methods
- disease genes
- gene expression
- data mining
- feature space
- biological entities
- feature selection
- microarray
- sparse representation
- learning algorithm
- protein protein interaction networks
- natural language processing
- transfer learning
- gene expression profiles
- meta analysis
- dna microarray
- differentially expressed genes
- text classification
- natural language
- candidate genes