A Masked Language Model for Multi-Source EHR Trajectories Contextual Representation Learning.

Amirahmadi, Ali; Ohlsson, Mattias; Etminani, Kobra; Melander, Olle; Björk, Jonas

Amirahmadi, Ali; Ohlsson, Mattias; Etminani, Kobra; Melander, Olle; Björk, Jonas.

Afiliação

Amirahmadi A; Center for Applied Intelligent Systems Research, Halmstad University, Sweden.
Ohlsson M; Center for Applied Intelligent Systems Research, Halmstad University, Sweden.
Etminani K; Centre for Environmental and Climate Science, Lund University, Sweden.
Melander O; Center for Applied Intelligent Systems Research, Halmstad University, Sweden.
Björk J; Division of Occupational and Environmental Medicine, Lund University, Sweden.

Stud Health Technol Inform ; 302: 609-610, 2023 May 18.

Article em En | MEDLINE | ID: mdl-37203760

Assuntos

Registros Eletrônicos de Saúde; Aprendizado de Máquina

Palavras-chave

Masked language model; deep learning; disease prediction; electronic health records; patient trajectories; representation learning

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Registros Eletrônicos de Saúde / Aprendizado de Máquina Tipo de estudo: Prognostic_studies Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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