Deep Learning Algorithms for Breast Cancer Detection in a UK Screening Cohort: As Stand-Alone Readers and Combined with Human Readers

Information Science, Artificial Intelligence, Medicine, Medical Imaging, Oncology,
Deep Learning   Breast Cancer Screening   Stand-Alone Reading   Human Reading   UK Cohort  

Deep Learning Algorithms in Breast Cancer Screening Academic Background Breast cancer is one of the most common cancers among women worldwide, and early screening is crucial for improving cure rates. Traditional Computer-Aided Detection (CAD) systems have been widely used in mammographic screening, particularly in the United States. However, while ...

Assessment of Nonmass Lesions Detected with Screening Breast US Based on Mammographic Findings

Medicine, Medical Imaging, Oncology,
Nonmass Lesions   Breast Cancer Screening   Ultrasound   Mammography   Malignancy  

Assessment of Nonmass Lesions Detected with Screening Breast US Based on Mammographic Findings Academic Background Breast cancer is one of the most common malignant tumors among women worldwide, and early detection and diagnosis are crucial for improving patient survival rates. Breast ultrasound (US), as a non-invasive and radiation-free imaging mo...