Prediction model of in-hospital mortality in intensive care unit patients with cardiac arrest: a retrospective analysis of MIMIC -IV database based on machine learning.

Sun, Yiwu; He, Zhaoyi; Ren, Jie; Wu, Yifan

Sun, Yiwu; He, Zhaoyi; Ren, Jie; Wu, Yifan.

Afiliação

Sun Y; Department of Anesthesiology, Dazhou Central Hospital, No.56 Nanyuemiao Street, Tongchuan District, Dazhou, Sichuan, 635000, China. yiwus54665@163.com.
He Z; Department of Anesthesiology, The Third Affiliated Hospital of Harbin Medical University, No.150 Haping Road, Nangang District, Harbin, Heilongjiang, 150000, China.
Ren J; Department of Anesthesiology, Guizhou Provincial People's Hospital, No.83 Zhongshan East Road, Nanming District, Guiyang, Guizhou, 550002, China.
Wu Y; Department of Anesthesiology, Shanghai Sixth People's Hospital, No.600 Yishan Road, Xuhui District, Shanghai, 200030, China.

BMC Anesthesiol ; 23(1): 178, 2023 05 25.

Article em En | MEDLINE | ID: mdl-37231340

Assuntos

Cuidados Críticos; Parada Cardíaca Extra-Hospitalar; Humanos; Mortalidade Hospitalar; Estudos Retrospectivos; Unidades de Terapia Intensiva; Aprendizado de Máquina

Palavras-chave

Cardiac arrest; In-hospital mortality; Intensive care unit; MIMIC-IV database; Machine learning; Prediction model

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Cuidados Críticos / Parada Cardíaca Extra-Hospitalar Tipo de estudo: Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Humans Idioma: En Revista: BMC Anesthesiol Ano de publicação: 2023 Tipo de documento: Article País de afiliação: China País de publicação: Reino Unido

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