Multiscale attention network with structure guidance for colorectal polyp segmentation
The proposed MAN-SG framework, which leverages structural guidance via SEM and CSGA modules, proves to be both highly effective and robust for the challenging task of colorectal polyp segmentation.
Authors
- Xinyu Wang (ORCID: https://orcid.org/0000-0002-3019-1181)
- Jie Gao (ORCID: https://orcid.org/0000-0003-2823-2682)
- Lanling Zeng (ORCID: https://orcid.org/0000-0002-7727-5649)
- Yang Yang (ORCID: https://orcid.org/0000-0003-1946-6591)
- Xinsheng Wang (ORCID: https://orcid.org/0000-0001-5338-8166)
Institutions
- Jiangsu University (CN)
Publication Details
- Journal
- Journal of Medical Imaging
- Published
- 2025-12-04
- DOI
- https://doi.org/10.1117/1.jmi.12.6.064004
- Primary Topic
- Advanced Neural Network Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00