Do we really need dice? The hidden region-size biases of segmentation losses

Bingyuan Liu, Jose Dolz, Adrian Galdran, Riadh Kobbi, Ismail Ben Ayed. Do we really need dice? The hidden region-size biases of segmentation losses. Medical Image Analysis, 91:103015, January 2024. [doi]

@article{LiuDGKA24,
  title = {Do we really need dice? The hidden region-size biases of segmentation losses},
  author = {Bingyuan Liu and Jose Dolz and Adrian Galdran and Riadh Kobbi and Ismail Ben Ayed},
  year = {2024},
  month = {January},
  doi = {10.1016/j.media.2023.103015},
  url = {https://doi.org/10.1016/j.media.2023.103015},
  researchr = {https://researchr.org/publication/LiuDGKA24},
  cites = {0},
  citedby = {0},
  journal = {Medical Image Analysis},
  volume = {91},
  pages = {103015},
}