Precursor-induced conditional random fields: connecting separate entities by induction for improved clinical named entity recognition - Lee, Wangjin; Choi, Jinwook (BMC medical informatics and decision making, 2019)
Keywords: Active learning; Artificial intelligence; Automation; Clinical named entity recognition; Clinical natural language processing; Computer applications; Computing time; Conditional random fields; Dependence; Electronic health records; Electronic medical records; Health Informatics; Health Information Systems; High-order dependency; Humans; Identification; Induction method; Informatics; Information management; Information processing; Information Systems and Communication Service; Labeling; Labels; Language; Machine learning; Management of Computing and Information Systems; Markov chains; Medical informatics; Medical records; Medicine; Medicine & Public Health; Methods; modeling; Models, Theoretical; Natural Language Processing; Neural networks; Precursors; Recognition; Records management; Technical Advance; technology; Technology application; South Korea; Clinical named entity recognition; Induction method; Conditional random fields; High-order dependency; Clinical natural language processing