A disease inference method based on symptom extraction and bidirectional Long Short Term Memory networks.

Guo, Donglin; Duan, Guihua; Yu, Ying; Li, Yaohang; Wu, Fang-Xiang; Li, Min

Guo, Donglin; Duan, Guihua; Yu, Ying; Li, Yaohang; Wu, Fang-Xiang; Li, Min.

Afiliação

Guo D; School of Computer Science and Engineering, Central South University, Changsha, China.
Duan G; School of Computer Science and Engineering, Central South University, Changsha, China.
Yu Y; School of Computer Science and Engineering, Central South University, Changsha, China.
Li Y; Department of Computer Science, Old Dominion University, Norfolk, USA.
Wu FX; Department of Mechanical Engineering and Division of Biomedical Engineering, University of Saskatchewan, Saskatoon, SK S7N 5A9, Canada.
Li M; School of Computer Science and Engineering, Central South University, Changsha, China. Electronic address: limin@csu.edu.cn.

Methods ; 173: 75-82, 2020 02 15.

Article em En | MEDLINE | ID: mdl-31301375

Assuntos

Registros Eletrônicos de Saúde; Memória de Curto Prazo/fisiologia; Redes Neurais de Computação; Algoritmos; Humanos; Processamento de Linguagem Natural; Semântica

Palavras-chave

BiLSTMs; Clinical notes; Disease inference; Symptoms

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Redes Neurais de Computação / Registros Eletrônicos de Saúde / Memória de Curto Prazo Tipo de estudo: Diagnostic_studies / Prognostic_studies Limite: Humans Idioma: En Revista: Methods Assunto da revista: BIOQUIMICA Ano de publicação: 2020 Tipo de documento: Article País de afiliação: China

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