Dynamic‐Guided Diffusion Probability Model for Cranial Nerves Segmentation
The overall network model effectively integrates multimodal information and anatomical priors by combining multi-channel attention and non-local attention mechanisms, thereby improving CNs segmentation performance. Thorough comparative and ablation studies highlight the superior performance of the proposed method.
Authors
- Yiang Pan
- Qingrun Zeng (ORCID: https://orcid.org/0000-0001-6485-8178)
- Yongqiang Li (ORCID: https://orcid.org/0000-0002-5517-9349)
- Jiawei Zhang
- Lei Xie
- Jianzhong He
- Yuanjing Feng
- Jiahao Huang
Institutions
- Zhejiang University of Technology (CN)
Publication Details
- Journal
- Magnetic Resonance in Medicine
- Published
- 2025-12-22
- DOI
- https://doi.org/10.1002/mrm.70191
- Primary Topic
- Head and Neck Surgical Oncology
- Type
- article
- Field-Weighted Citation Impact
- 0.00