Rethinking fairness in medical imaging: Maximizing group-specific performance with application to skin disease diagnosis

Gelei Xu, Yuying Duan, Jun Xia 0003, Ching-Hao Chiu, Michael Lemmon 0001, Wei Jin 0009, Yiyu Shi 0001. Rethinking fairness in medical imaging: Maximizing group-specific performance with application to skin disease diagnosis. Medical Image Analysis, 109:103950, 2026. [doi]

@article{XuDXCLJS26,
  title = {Rethinking fairness in medical imaging: Maximizing group-specific performance with application to skin disease diagnosis},
  author = {Gelei Xu and Yuying Duan and Jun Xia 0003 and Ching-Hao Chiu and Michael Lemmon 0001 and Wei Jin 0009 and Yiyu Shi 0001},
  year = {2026},
  doi = {10.1016/j.media.2026.103950},
  url = {https://doi.org/10.1016/j.media.2026.103950},
  researchr = {https://researchr.org/publication/XuDXCLJS26},
  cites = {0},
  citedby = {0},
  journal = {Medical Image Analysis},
  volume = {109},
  pages = {103950},
}