245 consecutive LACC patients undergoing para-aortic lymphadenectomy before definitive treatment were analyzed. Using tumor size and PET/CT features, a risk prediction model for predicting PALN metastasis was developed. The model displayed good discrimination and calibration (concordance index = 0.886; 95% confidence interval = 0.825–0.947).