Dynamic spectrum-driven hierarchical learning network for polyp segmentation
Accurate automatic polyp segmentation in colonoscopy is crucial for the prompt prevention
of colorectal cancer. However, the heterogeneous nature of polyps and differences in …
of colorectal cancer. However, the heterogeneous nature of polyps and differences in …
A frequency attention-embedded network for polyp segmentation
R Tang, H Zhao, Y Tong, R Mu, Y Wang, S Zhang… - Scientific Reports, 2025 - nature.com
Gastrointestinal polyps are observed and treated under endoscopy, so there presents
significant challenges to advance endoscopy imaging segmentation of polyps. Current …
significant challenges to advance endoscopy imaging segmentation of polyps. Current …
Attention-driven Representation Enhancement and Uncertainty Refinement for Polyp Segmentation
Polyp segmentation is of great significance for the diagnosis and treatment of colorectal
cancer. However, the accurate segmentation of polyps remains challenging due to the …
cancer. However, the accurate segmentation of polyps remains challenging due to the …