White matter hyperintensity segmentation of multiple sclerosis and neuromyelitis optical spectrum disorders using 2.5D FrC-ResUnet
The 2.5D FrC-ResUnet demonstrates accurate and robust segmentation of NMOSD brain WMH. Meanwhile, the model excels in segmenting MS brain WMH, particularly when confronted with irregularly shaped and dispersed lesions.
Authors
- Liying An
- Huimao Zhang (ORCID: https://orcid.org/0000-0003-0443-2831)
- Yinglu Sun (ORCID: https://orcid.org/0009-0000-1542-0161)
- Zhiwei Shen (ORCID: https://orcid.org/0000-0003-2817-6959)
- Chunjie Guo (ORCID: https://orcid.org/0000-0002-5784-0479)
- Yan Wang (ORCID: https://orcid.org/0000-0002-4751-0708)
- Li Rita Zhang (ORCID: https://orcid.org/0000-0002-5338-6096)
- Zhuo Wang (ORCID: https://orcid.org/0000-0001-9649-3070)
- Lan Huang (ORCID: https://orcid.org/0000-0001-6200-2309)
- Ziqi Zhao (ORCID: https://orcid.org/0000-0001-7878-1255)
- Kaijun Niu (ORCID: https://orcid.org/0000-0003-2040-6887)
- Yingchun Gong
Institutions
- Jilin University (CN)
- Philips (China) (CN)
- First Hospital of Jilin University (CN)
Publication Details
- Journal
- Quantitative Imaging in Medicine and Surgery
- Published
- 2025-10-29
- DOI
- https://doi.org/10.21037/qims-24-2384
- Primary Topic
- Multiple Sclerosis Research Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00