Breast cancer (BC) represents a significant health challenge, being the leading cause of cancer mortality among women in Europe [1]. Various imaging techniques include mammography, magnetic resonance imaging (MRI), and ultrasonography are used for early and accurate diagnosis of the disease. Mammography, though widely used in screening programmes, has high false positive rates, is less effective in women with dense breast tissue, and uses ionizing radiation [1]. MR offers high sensitivity in breast cancer detection but is limited by poor specificity and high cost [1]. Ultrasound serves as an additional tool next to x-ray imaging and often is the only tool in imaging for pregnant and breastfeeding women [1].