Lymph Node Metastasis in Early Esophageal Squamous Cell Carcinoma

The predictive performance of the model was validated in the test set. The optimal prediction model was determined based on the AUC and ACC. To assess the robustness of the chosen model, ROC analysis was conducted on the external validation set.