Open access
Aug 2026
Development and Validation of an Interpretable Machine Learning Model for Inpatient Fall Risk Using Electronic Health Record Data
The fall prediction model using demographics, diagnoses, medication, and surgery data predicts falls risk effectively and enables timely, accurate risk assessments and supports preventive interventions, saving nurses’ time for direct patient care.
S. Mordiffi, Xiu-Juan Guo, Mien-Li Goh et al.
· Nursing Reports · 0 citations