Padakanti Siri

MIMIC-TRIAGE: An Explainable Gradient-Boosted Framework for Early ICU Risk Prediction and Resource Optimization

Manual clinical judgment or rule-based protocols are still widely used in patient triage for healthcare institutions, resulting in a lack of early identification of critically ill patients. The vast majority of current machine learning (ML) models are used to build a prediction for outcomes after the patient has been a...