crossrefMachine Learning and Knowledge Extraction2026-05-23
Wavelet-Guided Mamba-Attention Network for Boundary-Aware Colorectal Polyp Segmentation
Xin Liu, Nor Ashidi Mat Isa, Chao Chen, Hanxu Liu, Chao Wang, Fajin Lv
Colorectal cancer is the third most commonly diagnosed cancer worldwide, and early detection of polyps via colonoscopy is essential for improving patient survival. However, automatic polyp segmentation faces three key challenges: balancing global context with local detail, deline…