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MUCM-Net

This is the official network impletation code repository for "MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation " It is accepted by Exploration of Medicine, https://www.explorationpub.com/Journals/em

Prepare the dataset.

  • The ISIC2017 and ISIC2018 datasets,which follows the same as UltraLight-VM-UNet , can be found here {[One Drive]}.
  • {ISIC2017}
  • {ISIC2018}
  • (PS: you can use above link to directly download the dataset and put them in the data folder or use UltraLight-VM-UNet code to generate the division of dataset)

Train the MUCM-Net.

The training file will be posted later. Some setting files are the same as UCM-NetV2. You can refer it "https://github.com/chunyuyuan/UCMV2-Net"

** Citation **

@article{yuan2024mucm,
  title={MUCM-Net: A Mamba Powered UCM-Net for Skin Lesion Segmentation},
  author={Yuan, Chunyu and Zhao, Dongfang and Agaian, Sos S},
  journal={arXiv preprint arXiv:2405.15925},
  year={2024}
}

Acknowledgement.

Some code,dataset generaation, data loading, model trainning , are cited from UltraLight-VM-UNet {UltraLight-VM-UNet }.

We thank their wonderful works!