Combine Factual Medical Knowledge and Distributed Word Representation to Improve Clinical Named Entity Recognition.
Yonghui WuXi YangJiang BianYi GuoHua XuWilliam R. HoganPublished in: AMIA (2018)
Keyphrases
- medical knowledge
- named entity recognition
- information extraction
- named entities
- clinical practice
- natural language processing
- clinical data
- medical diagnosis
- medical decision making
- medical experts
- clinical guidelines
- text summarization
- semi automatic
- conditional random fields
- co occurrence
- maximum entropy
- named entity recognizer
- knowledge based systems
- relation extraction
- maximum entropy classifier
- n gram
- semi supervised
- text mining
- knowledge base
- knowledge sources
- x ray
- decision support system
- medical images
- knowledge discovery
- knowledge representation
- pattern recognition
- artificial intelligence