Multimodal ultrasound-based radiomics and deep learning for differential diagnosis of O-RADS 4–5 adnexal masses

Abstract Background Accurate differentiation between benign and malignant adnexal masses is crucial for patients to avoid unnecessary surgical interventions. Ultrasound (US) is the most widely utilized diagnostic and screening tool for gynecological diseases, with contrast-enhanced US (CEUS) offerin...

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Bibliographic Details
Main Authors: Song Zeng, Haoran Jia, Hao Zhang, Xiaoyu Feng, Meng Dong, Lin Lin, XinLu Wang, Hua Yang
Format: Article
Language:English
Published: BMC 2025-05-01
Series:Cancer Imaging
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Online Access:https://doi.org/10.1186/s40644-025-00883-z
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