An explainable machine learning ensemble model to predict the risk of ovarian cancer in BRCA-mutated patients undergoing risk-reducing salpingo-oophorectomy

INTRODUCTION: It has been estimated that 19,880 new cases of ovarian cancer had been diagnosed in 2022. Most epithelial ovarian cancer are sporadic, while in 15%–25% of cases, there is evidence of a familial or inherited component. Approximately 20%–25% of high-grade serous carcinoma cases are cause...

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Detalles Bibliográficos
Autores principales: Comes, Maria Colomba, Arezzo, Francesca, Cormio, Gennaro, Bove, Samantha, Calabrese, Angela, Fanizzi, Annarita, Kardhashi, Anila, La Forgia, Daniele, Legge, Francesco, Romagno, Isabella, Loizzi, Vera, Massafra, Raffaella
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10374844/
https://www.ncbi.nlm.nih.gov/pubmed/37519818
http://dx.doi.org/10.3389/fonc.2023.1181792

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