Predictive model for acute respiratory distress syndrome events in ICU patients in China using machine learning algorithms: a secondary analysis of a cohort study.

Ding, Xian-Fei; Li, Jin-Bo; Liang, Huo-Yan; Wang, Zong-Yu; Jiao, Ting-Ting; Liu, Zhuang; Yi, Liang; Bian, Wei-Shuai; Wang, Shu-Peng; Zhu, Xi; Sun, Tong-Wen

Ding, Xian-Fei; Li, Jin-Bo; Liang, Huo-Yan; Wang, Zong-Yu; Jiao, Ting-Ting; Liu, Zhuang; Yi, Liang; Bian, Wei-Shuai; Wang, Shu-Peng; Zhu, Xi; Sun, Tong-Wen.

Afiliação

Ding XF; Department of General ICU, The First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, 1 Jianshe East Road, Zhengzhou, 450052, China.
Li JB; Department of General ICU, The First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, 1 Jianshe East Road, Zhengzhou, 450052, China.
Liang HY; Department of Electrical & Computer Engineering, University of Alberta, Edmonton, Canada.
Wang ZY; Department of General ICU, The First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, 1 Jianshe East Road, Zhengzhou, 450052, China.
Jiao TT; Department of Critical Care Medicine, Peking University Third Hospital, Beijing, China.
Liu Z; Department of General ICU, The First Affiliated Hospital of Zhengzhou University, Henan Key Laboratory of Critical Care Medicine, 1 Jianshe East Road, Zhengzhou, 450052, China.
Yi L; Intensive Care Unit, Beijing Friendship Hospital Affiliated with Capital Medical University, Beijing, China.
Bian WS; Intensive Care Unit, Xiyuan Hospital Affiliated with the China Academy of Chinese Medical Sciences, Beijing, China.
Wang SP; Intensive Care Unit, Beijing Shijitan Hospital Affiliated with Capital Medical University, Beijing, China.
Zhu X; Intensive Care Unit, China-Japan Friendship Hospital, Beijing, China.
Sun TW; Department of Critical Care Medicine, Peking University Third Hospital, Beijing, China. xizhuccm@163.com.

J Transl Med ; 17(1): 326, 2019 10 01.

Article em En | MEDLINE | ID: mdl-31570096

Assuntos

Algoritmos; Unidades de Terapia Intensiva; Aprendizado de Máquina; Modelos Teóricos; Síndrome do Desconforto Respiratório/diagnóstico; Idoso; China; Estudos de Coortes; Feminino; Humanos; Masculino; Pessoa de Meia-Idade; Curva ROC

Palavras-chave

Acute respiratory distress syndrome; Machine learning; Predictive model

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Síndrome do Desconforto Respiratório / Algoritmos / Aprendizado de Máquina / Unidades de Terapia Intensiva / Modelos Teóricos Tipo de estudo: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Female / Humans / Male / Middle aged País/Região como assunto: Asia Idioma: En Revista: J Transl Med Ano de publicação: 2019 Tipo de documento: Article País de afiliação: China

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