A dual‐module 3D fusion framework for multi‐modal MRI segmentation in anal fistulae
The dual-module framework, combined with the selection mechanism and residual techniques, along with the innovative OPDL, offers a significant advancement in the segmentation of anal fistulae in MRI images. This approach not only improves accuracy by effectively distinguishing between lesions and normal tissues but also reduces computational complexity, making it a promising tool for clinical applications.
Authors
- Genlang Chen (ORCID: https://orcid.org/0009-0008-6964-8143)
- Jiajian Zhang (ORCID: https://orcid.org/0000-0003-2903-9411)
- Xianyun Meng
- Ping Cai
- Yang Zhou (ORCID: https://orcid.org/0000-0002-9148-4316)
Institutions
- Ningbo University of Technology (CN)
- Ningbo No. 2 Hospital (CN)
- Zhejiang University (CN)
Publication Details
- Journal
- Medical Physics
- Published
- 2025-10-31
- DOI
- https://doi.org/10.1002/mp.70102
- Primary Topic
- Anorectal Disease Treatments and Outcomes
- Type
- article
- Field-Weighted Citation Impact
- 0.00