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

Background: Prognostication is an essential tool for risk adjustment and decision making in the intensive care units (ICUs). In order to improve patient outcomes, we have been trying to develop a more effective model than Acute Physiology and Chronic Health Evaluation (APACHE) II to measure the seve...

Descripción completa

Detalles Bibliográficos
Publicado en:BMC Medical Informatics & Decision Making Vol. 21; no. 1; pp. 1 - 13
Autores principales: Luo, Yan, Wang, Zhiyu, Wang, Cong
Formato: research Journal Article
Publicado: BioMed Central 8/6/2021
Acceso en línea:Ver este registro en EBSCOhost