Drug Disease Relation Extraction from Biomedical Literature Using NLP and Machine Learning.
Wahiba Ben Abdessalem KaraaEman H. AlkhammashAida BchirPublished in: Mob. Inf. Syst. (2021)
Keyphrases
- relation extraction
- biomedical literature
- text mining
- information extraction
- machine learning
- automatic extraction
- named entities
- natural language processing
- manually annotated
- named entity recognition
- gene function
- question answering
- semantic relations
- named entity recognizer
- text documents
- free text
- text classification
- annotated corpus
- text processing
- natural language
- information retrieval
- document clustering
- semantic features
- conditional random fields
- structured data
- protein protein interactions
- data mining
- machine learning methods
- active learning
- knowledge acquisition
- artificial intelligence
- knowledge representation
- knowledge discovery
- domain knowledge
- data analysis
- wordnet
- information retrieval systems
- domain specific
- general purpose