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]

Authors

Nikolette Pedersen

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Regitze Sydendal

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Andreas Wulff

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Ralf Raumanns

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Eike Petersen

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Veronika Cheplygina

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