Serp-Mamba

Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model

Code will be available soon！

Dataset 📊

Multi-center UWF-SLO Vessel Segmentation (MU-VS) dataset

For PRIME-FP20: please refer to this IEEE article and dataset link.

For Center A and Center B: please contact Hongqiu ([email protected]) for the dataset. One step is needed to download the dataset: **1) Use your google email to apply for the download permission (OneDrive, BaiduPan-A, BaiduPan-B). We just handle the real-name email and your email suffix must match your affiliation. The email should contain the following information:

Name/Homepage/Google Scholar: (Tell us who you are.)
Primary Affiliation: (The name of your institution or university, etc.)
Job Title: (E.g., Professor, Associate Professor, Ph.D., etc.)
Affiliation Email: (the password will be sent to this email, we just reply to the email which is the end of "edu".)
How to use: (Only for academic research, not for commercial use or second-development.)

The data provided cannot be forwarded to others, and only individuals with approved applications are authorized to use them.

Thanks for understanding and cooperation!

Citation 📖

If you find our work useful or relevant to your research, please consider citing:

@article{wang2024serp,
  title={Serp-Mamba: Advancing High-Resolution Retinal Vessel Segmentation with Selective State-Space Model},
  author={Wang, Hongqiu and Chen, Yixian and Chen, Wu and Xu, Huihui and Zhao, Haoyu and Sheng, Bin and Fu, Huazhu and Yang, Guang and Zhu, Lei},
  journal={arXiv preprint arXiv:2409.04356},
  year={2024}
}