Incorporating medical knowledge in BERT for clinical relation extraction.
Arpita RoyShimei PanPublished in: EMNLP (1) (2021)
Keyphrases
- medical knowledge
- relation extraction
- clinical data
- medical diagnosis
- clinical practice
- automatic extraction
- information extraction
- medical decision making
- knowledge based systems
- domain specific
- named entities
- medical experts
- semi automatic
- semantic relations
- clinical guidelines
- knowledge sources
- semantic features
- tree kernels
- medical domain
- medical practice
- question answering
- named entity recognition
- medical images
- patient data
- visual features
- co occurrence
- statistical analysis
- data analysis
- artificial intelligence
- information retrieval
- machine learning
- databases