2 papers
cs.CV2025
A Novel Approach to Breast Cancer Segmentation using U-Net Model with Attention Mechanisms and FedProx
Eyad Gad, Mustafa Abou Khatwa, Mustafa A. Elattar +1
Breast cancer is a leading cause of death among women worldwide, emphasizing the need for early detection and accurate diagnosis. As such Ultrasound Imaging, a reliable and cost-ef…
cs.CV2025
Advancing Brain Tumor Segmentation via Attention-based 3D U-Net Architecture and Digital Image Processing
Eyad Gad, Seif Soliman, M. Saeed Darweesh
In the realm of medical diagnostics, rapid advancements in Artificial Intelligence (AI) have significantly yielded remarkable improvements in brain tumor segmentation. Encoder-Deco…