Construction of a predictive model of post-intubation hypotension in critically ill patients using multiple machine learning classifiers.

Zhou, Cheng-Mao; Xue, Qiong; Liu, Panmiao; Duan, Wen; Wang, Ying; Tong, Jianhua; Ji, Mu-Huo; Yang, Jian-Jun

Zhou, Cheng-Mao; Xue, Qiong; Liu, Panmiao; Duan, Wen; Wang, Ying; Tong, Jianhua; Ji, Mu-Huo; Yang, Jian-Jun.

Afiliación

Zhou CM; Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China. Electronic address: zhouchengmao187@foxmail.com.
Xue Q; Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China.
Liu P; Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China.
Duan W; Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China.
Wang Y; Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China.
Tong J; Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China.
Ji MH; Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China.
Yang JJ; Department of Anesthesiology, Pain and Perioperative Medicine, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450000, China. Electronic address: yjyangjj@126.com.

J Clin Anesth ; 72: 110279, 2021 Sep.

Article en En | MEDLINE | ID: mdl-33838535

Asunto(s)

Enfermedad Crítica; Hipotensión; Humanos; Hipotensión/etiología; Intubación Intratraqueal/efectos adversos; Aprendizaje Automático

Palabras clave

AUC; GBDT algorithm; Hypotension; Machine learning; Post-intubation

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Enfermedad Crítica / Hipotensión Tipo de estudio: Etiology_studies / Prognostic_studies / Risk_factors_studies Límite: Humans Idioma: En Revista: J Clin Anesth Asunto de la revista: ANESTESIOLOGIA Año: 2021 Tipo del documento: Article Pais de publicación: Estados Unidos

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