Discharge summary hospital course summarisation of in patient Electronic Health Record text with clinical concept guided deep pre-trained Transformer models.

Searle, Thomas; Ibrahim, Zina; Teo, James; Dobson, Richard J B

Searle, Thomas; Ibrahim, Zina; Teo, James; Dobson, Richard J B.

Afiliação

Searle T; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK. Electronic address: thomas.searle@kcl.ac.uk.
Ibrahim Z; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.
Teo J; King's College Hospital NHS Foundation Trust, London, UK.
Dobson RJB; Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK; Institute of Health Informatics, University College London, London, UK.

J Biomed Inform ; 141: 104358, 2023 05.

Article em En | MEDLINE | ID: mdl-37023846

Assuntos

Registros Eletrônicos de Saúde; Registros de Saúde Pessoal; Humanos; Alta do Paciente; Documentação; Hospitais; Processamento de Linguagem Natural

Palavras-chave

Clinical natural language processing; Clinical text summarisation; Pre-trained, deep learning, fine-tuned models for clinical summarisation

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Registros de Saúde Pessoal / Registros Eletrônicos de Saúde Tipo de estudo: Guideline / Prognostic_studies Limite: Humans Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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