Browsing by Issue Date, starting with "2025-07-21"
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- False-negative Reduction in Mammography Breast Cancer Diagnosis Through Radiomics and Deep LearningPublication . Grinet, Marco António Vieira Macedo; Gomes, Abel João Padrão; Gouveia, Ana Isabel RodriguesTraditional breast cancer diagnostic methods are heavily reliant on different medical imaging modalities. These imaging modalities, such as MG, MRI, US, and DBT, are used in breast cancer screening, treatment planning, as well as tracking disease progression. However, the process of evaluating each diagnostic image and extract relevant information from it requires a trained and experienced professional. This can be very time consuming for the medical professional, and thwarts efforts of expanding breast cancer screening to areas with a deficit of medical staff, such as rural areas away from major metropolitan centers. With the rise of digital imaging methods, DICOM, and PACS systems, it has become possible to connect patients with medical staff that reside in a different location. […]