The Role of Subgroup Separability in Group-Fair Medical Image Classification

Charles Jones, Mélanie Roschewitz, Ben Glocker. The Role of Subgroup Separability in Group-Fair Medical Image Classification. In Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu Salcudean, James Duncan 0001, Tanveer F. Syeda-Mahmood, Russell H. Taylor, editors, Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part III. Volume 14222 of Lecture Notes in Computer Science, pages 179-188, Springer, 2023. [doi]

@inproceedings{JonesRG23,
  title = {The Role of Subgroup Separability in Group-Fair Medical Image Classification},
  author = {Charles Jones and Mélanie Roschewitz and Ben Glocker},
  year = {2023},
  doi = {10.1007/978-3-031-43898-1_18},
  url = {https://doi.org/10.1007/978-3-031-43898-1_18},
  researchr = {https://researchr.org/publication/JonesRG23},
  cites = {0},
  citedby = {0},
  pages = {179-188},
  booktitle = {Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part III},
  editor = {Hayit Greenspan and Anant Madabhushi and Parvin Mousavi and Septimiu Salcudean and James Duncan 0001 and Tanveer F. Syeda-Mahmood and Russell H. Taylor},
  volume = {14222},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-031-43898-1},
}