Robustness and Sex Differences in Skin Cancer Detection: Logistic Regression vs CNNs

Nikolette Pedersen, Regitze Sydendal, Andreas Wulff, Ralf Raumanns, Eike Petersen, Veronika Cheplygina. Robustness and Sex Differences in Skin Cancer Detection: Logistic Regression vs CNNs. In Esther Puyol-Antón, Enzo Ferrante, Aasa Feragen, Andrew P. King, Veronika Cheplygina, Melani Ganz-Benjaminsen, Ben Glocker, Eike Petersen, Heisook Lee, editors, Fairness of AI in Medical Imaging - Third International Workshop, FAIMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. Volume 15976 of Lecture Notes in Computer Science, pages 115-124, Springer, 2025. [doi]

@inproceedings{PedersenSWRPC25,
  title = {Robustness and Sex Differences in Skin Cancer Detection: Logistic Regression vs CNNs},
  author = {Nikolette Pedersen and Regitze Sydendal and Andreas Wulff and Ralf Raumanns and Eike Petersen and Veronika Cheplygina},
  year = {2025},
  doi = {10.1007/978-3-032-05870-6_12},
  url = {https://doi.org/10.1007/978-3-032-05870-6_12},
  researchr = {https://researchr.org/publication/PedersenSWRPC25},
  cites = {0},
  citedby = {0},
  pages = {115-124},
  booktitle = {Fairness of AI in Medical Imaging - Third International Workshop, FAIMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings},
  editor = {Esther Puyol-Antón and Enzo Ferrante and Aasa Feragen and Andrew P. King and Veronika Cheplygina and Melani Ganz-Benjaminsen and Ben Glocker and Eike Petersen and Heisook Lee},
  volume = {15976},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-3-032-05870-6},
}