Alaa Mohamed Youssef

CancerSeg-XA: Enhanced Breast Cancer Histo-pathology Segmentation Using Xception Backbone with Attention Mechanisms

2025 · Journal of Communications Software and Systems

Breast cancer remains a formidable health challenge requiring advanced computational tools for accurate diagnosis and treatment planning. This study hypothesizes that modifica-tions to the DeepLabV3+ architecture, such as incorporating an attention layer and replacing the …