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Deep Learning Predicts Mammographic Breast Density in Clinical Breast Ultrasound Images

Deep Learning Predicts Mammographic Breast Density in Clinical Breast Ultrasound Images

Background: Breast density, as derived from mammographic images and defined by the American College of Radiology's Breast Imaging Reporting and Data System (BI-RADS), is one of the strongest risk factors for breast cancer. Breast ultrasound (BUS) is an alternative breast cancer screening modality, particularly useful for early detection in low-resource, …