The application of risk models based on machine learning to predict endometriosis-associated ovarian cancer in patients with endometriosis.

The machine learning-based risk model was constructed to predict EAOC and had high sensitivity and specificity. This model could be of considerable use in helping reduce medical costs and designing follow-up schedules.