External validation of a machine learning model to predict hemodynamic instability in intensive care unit.

Dung-Hung, Chiang; Cong, Tian; Zeyu, Jiang; Yu-Shan, Ou-Yang; Yung-Yan, Lin

Dung-Hung, Chiang; Cong, Tian; Zeyu, Jiang; Yu-Shan, Ou-Yang; Yung-Yan, Lin.

Afiliação

Dung-Hung C; Department of Critical Care Medicine, Taipei Veteran General Hospital, No. 201, Section 2, Shih-Pai Road, Taipei, 11217, Taiwan.
Cong T; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan.
Zeyu J; Philips Research China, Shanghai, 200072, China.
Yu-Shan OY; Philips Research China, Shanghai, 200072, China.
Yung-Yan L; Department of Critical Care Medicine, Taipei Veteran General Hospital, No. 201, Section 2, Shih-Pai Road, Taipei, 11217, Taiwan.

Crit Care ; 26(1): 215, 2022 07 14.

Article em En | MEDLINE | ID: mdl-35836294

Assuntos

Unidades de Terapia Intensiva; Aprendizado de Máquina; Hemodinâmica/fisiologia; Humanos; Curva ROC; Estudos Retrospectivos

Palavras-chave

Clinical decision support; Early prediction model; External validation; Hemodynamic Stability Index; Machine learning

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Aprendizado de Máquina / Unidades de Terapia Intensiva Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Ano de publicação: 2022 Tipo de documento: Article

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