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MDPNet

Architecture

LMAP_NMAP

DPfocus

DATASETS

  1. CVC-300

  2. CVC-ClinicDB

  3. CVC-ColonB

  4. Kvasir

If you find this work useful, please cite our work:

@ARTICLE{11079752,
  author={Kamara, Alpha Alimamy and He, Shiwen and Fofanah, Abdul Joseph and Xu, Rong and Chen, Yuehan},
  journal={IEEE Transactions on Medical Imaging}, 
  title={MDPNet: Multiscale Dynamic Polyp-focus Network for Enhancing Medical Image Polyp Segmentation}, 
  year={2025},
  volume={},
  number={},
  pages={1-1},
  keywords={Image segmentation;Accuracy;Colorectal cancer;Shape;Feature extraction;Cancer;Colonoscopy;Computer architecture;Data mining;Semantics;colorectal cancer;dynamic polyp-focus;non-local;multiscale attention-pooling;segmentation},
  doi={10.1109/TMI.2025.3588503}
}

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