Risk Prediction of Unplanned Extubation in Inpatients Using Random Forest and Logistic Regression Models.

Background: Unplanned extubation (UEX) represents a significant risk event in hospitalized patients and is considered one of the most serious safety concerns. Prevention and early detection of these events have become essential components of high-quality nursing care. Objective: To compare random fo...

Descripción completa

Detalles Bibliográficos
Publicado en:Journal of Patient Safety Vol. 21; no. 6; pp. 386 - 393
Autores principales: Mou, Hongyi, Ergashev, Akmal, Zhou, Bingqi, Ye, Na, Li, Xueyan
Formato: research tables/charts Journal Article
Publicado: Lippincott Williams & Wilkins Sep2025
Acceso en línea:Ver este registro en EBSCOhost