Dual Interaction Network with Cross-Image Attention for Medical Image Segmentation

Our paper is accepted at Pattern Recognition Letters!!

Pattern Recognition Letters

Dataset Download Link : Dataset

Code will be coming soon.

Overall Architecture

Segmentation result

Acknowledgement

This code is based on MERIT. Thanks for the greatest project.

Citations

@article{noh2025dual,
  title={Dual interaction network with cross-image attention for medical image segmentation},
  author={Noh, Jeonghyun and Jeon, Wangsu and Park, Jinsun},
  journal={Pattern Recognition Letters},
  year={2025},
  publisher={Elsevier}
}