KneeLigNet: a deep learning framework with multi-scale attention and context-aware refinement for accurate medial and lateral collateral ligament segmentation in knee MRI

Ahsan Humayun, Bin Li 0025, Mustafain Rehman, Zhipeng Zou. KneeLigNet: a deep learning framework with multi-scale attention and context-aware refinement for accurate medial and lateral collateral ligament segmentation in knee MRI. Biomed. Signal Proc. and Control, 127:111092, 2026. [doi]

@article{HumayunLRZ26,
  title = {KneeLigNet: a deep learning framework with multi-scale attention and context-aware refinement for accurate medial and lateral collateral ligament segmentation in knee MRI},
  author = {Ahsan Humayun and Bin Li 0025 and Mustafain Rehman and Zhipeng Zou},
  year = {2026},
  doi = {10.1016/j.bspc.2026.111092},
  url = {https://doi.org/10.1016/j.bspc.2026.111092},
  researchr = {https://researchr.org/publication/HumayunLRZ26},
  cites = {0},
  citedby = {0},
  journal = {Biomed. Signal Proc. and Control},
  volume = {127},
  pages = {111092},
}