Towards a semantic lexicon for clinical natural language processing.
Hongfang LiuStephen T. WuDingcheng LiSiddhartha JonnalagaddaSunghwan SohnKavishwar B. WagholikarPeter J. HaugStanley M. HuffChristopher G. ChutePublished in: AMIA (2012)
Keyphrases
- natural language processing
- semantic lexicon
- semantic representations
- information extraction
- natural language understanding
- machine learning
- computational linguistics
- information extraction systems
- natural language
- text mining
- knowledge representation
- free text
- named entities
- clinical practice
- clinical data
- text processing
- artificial intelligence
- question answering
- machine translation
- wordnet
- semantic analysis
- weakly supervised
- patient data
- named entity recognition
- clinical guidelines
- medical records
- text summarization
- word sense disambiguation
- broad coverage
- extraction patterns
- part of speech
- medical domain
- clinical trials
- structured data
- web service composition