Boundary-precise semi-supervised medical image segmentation via prototypical mutual learning and cyclic task consistency

Ying Chih Lin, Li-Fen Chen, Yong-Sheng Chen. Boundary-precise semi-supervised medical image segmentation via prototypical mutual learning and cyclic task consistency. Digital Signal Processing, 169:105756, 2026. [doi]

@article{LinCC26,
  title = {Boundary-precise semi-supervised medical image segmentation via prototypical mutual learning and cyclic task consistency},
  author = {Ying Chih Lin and Li-Fen Chen and Yong-Sheng Chen},
  year = {2026},
  doi = {10.1016/j.dsp.2025.105756},
  url = {https://doi.org/10.1016/j.dsp.2025.105756},
  researchr = {https://researchr.org/publication/LinCC26},
  cites = {0},
  citedby = {0},
  journal = {Digital Signal Processing},
  volume = {169},
  pages = {105756},
}