Rule-Based Natural Language Processing Pipeline to Detect Medication-Related Named Entities: Insights for Transfer Learning.

Wong, Zoie S Y; Waters, Neil; Kuo, Nicholas I-Hsien; Liu, Jiaxing

Wong, Zoie S Y; Waters, Neil; Kuo, Nicholas I-Hsien; Liu, Jiaxing.

Afiliação

Wong ZSY; Graduate School of Public Health, St. Luke's International University, OMURA Susumu & Mieko Memorial St. Luke's Center for Clinical Academia, Japan.
Waters N; Graduate School of Public Health, St. Luke's International University, OMURA Susumu & Mieko Memorial St. Luke's Center for Clinical Academia, Japan.
Kuo NI; Centre for Big Data Research in Health, The University of New South Wales.
Liu J; School of Statistics and Mathematics, Zhongnan University of Economics and Law, Wuhan, China.

Stud Health Technol Inform ; 310: 584-588, 2024 Jan 25.

Article em En | MEDLINE | ID: mdl-38269876

Assuntos

Aprendizagem; Processamento de Linguagem Natural; Humanos; Erros de Medicação/prevenção & controle; Reconhecimento Psicológico; Aprendizado de Máquina

Palavras-chave

BERT; Transfer learning; incident reports; medication errors; multi-task learning; patient safety; rule-based NLP

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Processamento de Linguagem Natural / Aprendizagem Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: Stud Health Technol Inform Ano de publicação: 2024 Tipo de documento: Article

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