Highlight
- A machine learning-based model predicted ovarian cancer risk within one year of screening with high accuracy.
- The predictive model showed excellent discrimination (AUC >0.9), high specificity, and strong sensitivity in internal and external validation cohorts.
- Integration of AI may significantly enhance early ovarian cancer detection and improve screening strategies.
