30-Day Mortality Risk Prediction Model for Intracerebral Hemorrhage Patients Combined with Albumin Infusion Characteristics
This study developed and validated a Logistic Regression model using MIMIC-IV and MIMIC-III data to predict 30-day mortality in intracerebral hemorrhage patients with albumin infusion characteristics, achieving strong predictive performance (AUC > 0.80) and providing interpretable insights via SHAP analysis to guide clinical risk assessment and treatment optimization.