HCViT‐Net: Hybrid CNN and multi scale query transformer network for dermatological image segmentation
HCViT-Net achieves an excellent accuracy-efficiency trade-off. It improves segmentation accuracy with a low computational footprint, showing strong potential for practical deployment in dermatology workflows.
Authors
- Yijiao Fang (ORCID: https://orcid.org/0000-0001-6272-8126)
- Yujie Zhu (ORCID: https://orcid.org/0000-0001-5332-5827)
- Dandan Ling (ORCID: https://orcid.org/0000-0001-7634-6532)
- Wei Jiao (ORCID: https://orcid.org/0000-0001-6584-9484)
- Jiaojiao Huang (ORCID: https://orcid.org/0000-0002-4421-2967)
- Jianghui Xu
Institutions
- Shanghai Jiao Tong University (CN)
- Fudan University Shanghai Cancer Center (CN)
- Shanghai Ninth People's Hospital (CN)
Publication Details
- Journal
- Journal of Applied Clinical Medical Physics
- Published
- 2025-11-27
- DOI
- https://doi.org/10.1002/acm2.70385
- Primary Topic
- Cutaneous Melanoma Detection and Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00