Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey

Z Wu, F Lv, C Chen, A Hao, S Li - arXiv preprint arXiv:2401.11734, 2024 - arxiv.org
Colorectal polyp segmentation (CPS), an essential problem in medical image analysis, has
garnered growing research attention. Recently, the deep learning-based model completely …

[HTML][HTML] BMFA-Net: Boundary Constraint Multi-Level Feature Aggregation Framework for Precise Polyp Segmentation

Q Li, T Zhang, PM Mosharaf, J Zhang - Applied Sciences, 2024 - mdpi.com
Colorectal cancer is one of the three most common cancers worldwide. Polyps are complex
and have unclear boundaries, often leading to inaccurate boundary segmentation and …