Moonstone: a novel natural language processing system for inferring social risk from clinical narratives.
Mike ConwaySalomeh KeyhaniLee M. ChristensenBrett R. SouthMarzieh ValiLouise C. WalterDanielle L. MowerySamir E. AbdelRahmanWendy W. ChapmanPublished in: J. Biomed. Semant. (2019)
Keyphrases
- natural language processing
- information extraction
- social interaction
- social networks
- machine learning
- natural language
- text mining
- risk management
- text processing
- free text
- named entities
- patient data
- semantic relations
- computational linguistics
- computational biology
- decision making
- question answering
- wordnet
- named entity recognition
- medical data
- risk assessment
- medical records
- high risk
- clinical setting
- risk measures
- social context
- word sense disambiguation
- clinical practice
- risk factors
- risk analysis
- expert systems
- social media
- knowledge sharing
- decision support system
- machine translation
- social networking
- sentiment analysis