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Effect of Demographic Bias on Skin Lesion Classification

Ralf Raumanns, Gerard Schouten, Veronika Cheplygina, Josien P. W. Pluim
Jun 3, 2026 at 04:00
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arXiv:2606.03214v1 Announce Type: new Abstract: In this study, we evaluate the performance of skin lesion classification using ResNet-based convolutional models, focusing on the impact of demographic bias in training data, particularly variations in patient sex and age. We use linear programming to generate datasets with controlled demographic...

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