Improvement of APACHE II score system for disease severity based on XGBoost algorithm.

Luo, Yan; Wang, Zhiyu; Wang, Cong

Luo, Yan; Wang, Zhiyu; Wang, Cong.

Afiliación

Luo Y; School of Computer Science (National Pilot Software Engineering School) , Beijing University of Posts and Telecommunications, Beijing, 100876, China.
Wang Z; Key Laboratory of Trustworthy Distributed Computing and Service (BUPT), Ministry of Education, Beijing, 100876, China.
Wang C; School of Computer Science (National Pilot Software Engineering School) , Beijing University of Posts and Telecommunications, Beijing, 100876, China.

BMC Med Inform Decis Mak ; 21(1): 237, 2021 08 06.

Article en En | MEDLINE | ID: mdl-34362354

Asunto(s)

Algoritmos; Unidades de Cuidados Intensivos; APACHE; Mortalidad Hospitalaria; Humanos; Pronóstico; Curva ROC; Índice de Severidad de la Enfermedad

Palabras clave

APACHE II score system; Intensive care units treatment; MIMIC III database; Machine learning; Predictive modeling

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Algoritmos / Unidades de Cuidados Intensivos Tipo de estudio: Prognostic_studies Límite: Humans Idioma: En Revista: BMC Med Inform Decis Mak Asunto de la revista: INFORMATICA MEDICA Año: 2021 Tipo del documento: Article País de afiliación: China

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