Explainable AI for Mental Health Emergency Returns: Integrating LLMs with Predictive Modeling

Abdulaziz Ahmed, Mohammad Saleem, Mohammed Alzeen +5

Importance: Emergency department (ED) returns for mental health conditions pose a major healthcare burden, with 24-27% of patients returning within 30 days. Traditional machine lea…