MLFormer: Mamba-Like Linear Attention with Hierarchical Context Fusion for Efficient Medical Image Segmentation

🔔 Code & Paper Notice
✅ The full implementation is now available in this repository.
📄 Published in Biomedical Signal Processing and Control, Vol. 118, Article 109745 (2026).
🔗 DOI: https://doi.org/10.1016/j.bspc.2026.109745

@article{liu2026mlformer,
  title={MLFormer: Mamba-like linear attention with hierarchical context fusion for efficient medical image segmentation},
  author={Liu, Xueping and Yu, Zelong and Li, Youru and Bai, Shi and Li, Na and Bai, Yu and Ding, Silu},
  journal={Biomedical Signal Processing and Control},
  volume={118},
  pages={109745},
  year={2026},
  publisher={Elsevier}
}