Validation of a machine learning model for predicting early deterioration in the emergency department.
This 2026 study validates two XGBoost ML models using structured ED data and BioClinicalBERT embeddings from nursing notes to predict early deterioration (ICU admission/death within 7 days). Model B, prioritizing...