N. Abdullah

Identifying Key Explainability Components in Black-Box AI Models for Emergency Department Disposition Prediction

Predicting patient disposition outcomes in the Emergency Department (ED)—specifically distinguishing between hospital admission and discharge home—is important for optimizing hospital capacity, staffing, and patient flow. While black-box Artificial Intelligence (AI) models such as Long Short-Term Memory (LSTM), K-Neare...