Predicting the risk of mortality in ICU patients based on dynamic graph attention network of patient similarity.

Ma, Manfu; Sun, Penghui; Li, Yong; Huo, Weilong

Ma, Manfu; Sun, Penghui; Li, Yong; Huo, Weilong.

Afiliação

Ma M; College of Computer Science and Engineering, Northwest Normal University, 967 Anning East Road, Lanzhou 730070, China.
Sun P; College of Computer Science and Engineering, Northwest Normal University, 967 Anning East Road, Lanzhou 730070, China.
Li Y; College of Computer Science and Engineering, Northwest Normal University, 967 Anning East Road, Lanzhou 730070, China.
Huo W; College of Traffic and Transportation, Lanzhou Jiaotong University, 88 Anning West Road, Lanzhou 730070, China.

Math Biosci Eng ; 20(8): 15326-15344, 2023 07 21.

Article em En | MEDLINE | ID: mdl-37679182

Assuntos

Unidades de Terapia Intensiva; Aprendizado de Máquina; Humanos; Fatores de Risco

Palavras-chave

graph neural network; missing value filling; mortality risk prediction; patient similarity network

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Aprendizado de Máquina / Unidades de Terapia Intensiva Tipo de estudo: Etiology_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: Math Biosci Eng Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China

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