arXiv stat.ML
· Papers
AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis
arXiv:2504.19621v2 Announce Type: replace-cross Abstract: Machine learning (ML) systems for medical imaging have demonstrated remarkable diagnostic capabilities, but their susceptibility to biases poses significant risks, since biases may negatively impact generalization performance. In this paper, we introduce a novel