Extracting social determinants of health from electronic health records using natural language processing: a systematic review.
Braja Gopal PatraMohit M. SharmaVeer VekariaPrakash AdekkanattuOlga V. PattersonBenjamin S. GlicksbergLauren A. LepowEuijung RyuJoanna M. BiernackaAl'ona FurmanchukThomas J. GeorgeWilliam R. HoganYonghui WuXi YangJiang BianMyrna WeissmanPriya WickramaratneJ. John MannMark OlfsonThomas R. Campion Jr.Mark G. WeinerJyotishman PathakPublished in: J. Am. Medical Informatics Assoc. (2021)
Keyphrases
- electronic health records
- systematic review
- natural language processing
- clinical data
- health care
- health data
- empirical studies
- health information systems
- medical records
- free text
- health informatics
- health information
- clinical trials
- machine learning
- health records
- social interaction
- health information technology
- information extraction
- medical data
- natural language
- social networks
- social networking
- text mining
- knowledge representation
- social media
- health care providers
- information overload
- domain specific
- social context
- metadata
- databases