A lightweight attention-based framework with multi-scale deep supervision and boundary-aware learning for gastrointestinal tract image segmentation. - Abdul Majid; Muhammad Sharif; Mehwish Zafar (Signal Image Video Process., 2026)

Hybrid Loss-Driven Attention Residual U-Net with Multiscale Cascaded CBAM for Breast Cancer Segmentation. - Mehwish Zafar; Javaria Amin; Muhammad Sharif; Mrim M. Alnfiai (Cogn. Comput., 2026)