Heze Municipal Hospital

An interpretable machine learning model integrating 54 test indicators and age: a single-center study on precise discrimination between serous ovarian cancer and ovarian cysts

Abstract Background Serous ovarian cancer (SOC) is a highly malignant subtype of epithelial ovarian tumors, most patients are diagnosed at an advanced stage (III/IV). However, existing single tumor markers have limited diagnostic performance. Therefore, this study aims to develop...