Development of a High‐Performance Ultrasound Prediction Model for the Diagnosis of Endometrial Cancer

The XGBoost-based model exhibited excellent predictive performance, particularly in postmenopausal patients. SHAP analysis further enhances interpretability by identifying key ultrasonographic predictors of malignancy.