Uday V. Kulkarni

Lightweight Dual-Task Deep Learning Framework for Malignancy Classification and Fuzzy Severity Estimation in Mammography

Early detection of breast cancer is crucial for improving survival, with mammography serving as the primary screening tool despite challenges such as tissue overlap, subtle lesions, and breast density variation. Although deep learning has improved automated analysis, most existing methods focus on binary classification...