AUTHOR=Loizzi Vera , Comes Maria Colomba , Arezzo Francesca , Apostol Adriana Ionelia , Bove Samantha , Fanizzi Annarita , Fruscio Robert , Gregorc Vanesa , Legge Francesco , Mancari Rosanna , Marchetti Claudia , Negri Serena , Russo Giorgia , Vertechy Laura , Scambia Giovanni , Massafra Raffaella , Cormio Gennaro TITLE=Validation of machine learning-based models to predict and explain the risk of ovarian cancer: a multicentric study on BRCA-mutated patients undergoing risk-reducing salpingo-oophorectomy JOURNAL=Frontiers in Oncology VOLUME=Volume 15 - 2025 YEAR=2025 URL=https://www.frontiersin.org/journals/oncology/articles/10.3389/fonc.2025.1574037 DOI=10.3389/fonc.2025.1574037 ISSN=2234-943X