AI Alignment in Medical Imaging: Unveiling Hidden Biases Through Counterfactual Analysis

Haroui Ma, Francesco Quinzan, Theresa Willem +1

Machine learning (ML) systems for medical imaging have demonstrated remarkable diagnostic capabilities, but their susceptibility to biases poses significant risks, since biases may…