Clinical narrative-aware deep neural network for emergency department critical outcome prediction.

Chen, Min-Chen; Huang, Ting-Yun; Chen, Tzu-Ying; Boonyarat, Panchanit; Chang, Yung-Chun

Chen, Min-Chen; Huang, Ting-Yun; Chen, Tzu-Ying; Boonyarat, Panchanit; Chang, Yung-Chun.

Afiliação

Chen MC; Graduate Institute of Data Science, Taipei Medical University, Taipei, Taiwan.
Huang TY; Taipei Medical University Shuang-Ho Hospital Ministry of Health and Welfare, New Taipei City, Taiwan.
Chen TY; Graduate Institute of Data Science, Taipei Medical University, Taipei, Taiwan.
Boonyarat P; Graduate Institute of Data Science, Taipei Medical University, Taipei, Taiwan.
Chang YC; Graduate Institute of Data Science, Taipei Medical University, Taipei, Taiwan; Clinical Big Data Research Center, Taipei Medical University Hospital, Taipei, Taiwan. Electronic address: changyc@tmu.edu.tw.

J Biomed Inform ; 138: 104284, 2023 02.

Article em En | MEDLINE | ID: mdl-36632861

Assuntos

Serviço Hospitalar de Emergência; Hospitalização; Adulto; Humanos; Prognóstico; Redes Neurais de Computação; Aprendizado de Máquina; Estudos Retrospectivos

Palavras-chave

Clinical narrative; Critical care; Deep learning; Emergency department; Natural language processing; Prediction model

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Serviço Hospitalar de Emergência / Hospitalização Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Adult / Humans Idioma: En Revista: J Biomed Inform Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2023 Tipo de documento: Article País de afiliação: Taiwan

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