Attention-based bidirectional long short-term memory networks for extracting temporal relationships from clinical discharge summaries.

Alfattni, Ghada; Peek, Niels; Nenadic, Goran

Alfattni, Ghada; Peek, Niels; Nenadic, Goran.

Afiliação

Alfattni G; Department of Computer Science, University of Manchester, Manchester, UK; Department of Computer Science, Jamoum University College, Umm Al-Qura University, Makkah, Saudi Arabia. Electronic address: gafattni@uqu.edu.sa.
Peek N; Centre for Health Informatics, Division of Informatics, Imaging and Data Sciences, University of Manchester, Manchester, UK; National Institute of Health Research Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK; The Alan Turing Institute, UK.
Nenadic G; Department of Computer Science, University of Manchester, Manchester, UK; The Alan Turing Institute, UK.

J Biomed Inform ; 123: 103915, 2021 11.

Article em En | MEDLINE | ID: mdl-34600144

Assuntos

Memória de Curto Prazo; Alta do Paciente; Humanos; Idioma; Processamento de Linguagem Natural; Semântica

Palavras-chave

Clinical text; Deep learning; Discharge summaries; NLP; TLINKs

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Alta do Paciente / Memória de Curto Prazo Tipo de estudo: Prognostic_studies Limite: Humans Idioma: En Revista: J Biomed Inform Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article País de publicação: Estados Unidos

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