The results showed that the above candidate variables accounted for a certain proportion in various machine learning prediction models, indicating the degree of tumor differentiation, LNM, CA125, HE4, Alb LH can be used as a potential predictor of ovarian metastasis prediction model in EC patients. Here, MUC16 is linked to neoplasm.