PISTON: Predicting drug indications and side effects using topic modeling and natural language processing.
Giup JangTaekeon LeeSoyoun HwangChihyun ParkJaegyoon AhnSukyung SeoYouhyeon HwangYoungmi YoonPublished in: J. Biomed. Informatics (2018)
Keyphrases
- topic modeling
- natural language processing
- text mining
- topic models
- latent dirichlet allocation
- information extraction
- modeling framework
- text classification
- collaborative filtering
- machine learning
- scientific articles
- topic extraction
- computational linguistics
- latent topics
- text processing
- text documents
- artificial intelligence
- wordnet
- information retrieval
- knowledge base
- neural network
- semi supervised learning
- pattern recognition
- knowledge discovery
- machine translation
- text analysis
- named entities
- feature extraction
- text corpora
- natural language
- data analysis