SurgMamba: A Hierarchical Hybrid CNN-Mamba Network with Adaptive Fusion for 2D Surgical Image Semantic Segmentation

Hailin Huang, Jingyuan Li, Wenfang Sun, Xiao Fan, Guanya Li, Wenchao Zhang, Yang Hu, Ruiyao Zhu, Jiangpeng Wei, Yi Zhang

Open source

DOI
10.1109/tmi.2026.3719624
Published
2026
Container
IEEE Transactions on Medical Imaging
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/tmi.2026.3719624,
  title = {SurgMamba: A Hierarchical Hybrid CNN-Mamba Network with Adaptive Fusion for 2D Surgical Image Semantic Segmentation},
  author = {Hailin Huang and Jingyuan Li and Wenfang Sun and Xiao Fan and Guanya Li and Wenchao Zhang and Yang Hu and Ruiyao Zhu and Jiangpeng Wei and Yi Zhang},
  year = {2026},
  journal = {IEEE Transactions on Medical Imaging},
  doi = {10.1109/tmi.2026.3719624},
  url = {https://doi.org/10.1109/tmi.2026.3719624}
}

RIS

TY  - JOUR
TI  - SurgMamba: A Hierarchical Hybrid CNN-Mamba Network with Adaptive Fusion for 2D Surgical Image Semantic Segmentation
AU  - Hailin Huang
AU  - Jingyuan Li
AU  - Wenfang Sun
AU  - Xiao Fan
AU  - Guanya Li
AU  - Wenchao Zhang
AU  - Yang Hu
AU  - Ruiyao Zhu
AU  - Jiangpeng Wei
AU  - Yi Zhang
PY  - 2026
JO  - IEEE Transactions on Medical Imaging
DO  - 10.1109/tmi.2026.3719624
UR  - https://doi.org/10.1109/tmi.2026.3719624
ER  - 

APA

Huang, H., Li, J., Sun, W., Fan, X., Li, G., Zhang, W., Hu, Y., Zhu, R., Wei, J., & Zhang, Y. (2026). SurgMamba: A Hierarchical Hybrid CNN-Mamba Network with Adaptive Fusion for 2D Surgical Image Semantic Segmentation. IEEE Transactions on Medical Imaging. https://doi.org/10.1109/tmi.2026.3719624

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