A MLP based predictive model for risk assessment of workplace violence for emergency nurses in China

We identified a high-risk nurse Persona vulnerable to WPV through unsupervised clustering of personality trait. A robust and generalizable MLP model was developed to stratify WPV risk using accessible demographic features, offering a practical tool for early identification and targeted intervention in occupational health settings.