Houyu Ma

AI alignment in medical imaging: Unveiling hidden biases through counterfactual analysis

Machine learning (ML) systems for medical imaging have demonstrated remarkable diagnostic capabilities. However, their susceptibility to learning spurious correlations with sensitive attributes poses significant risks to fairness and safety. In this paper, we introduce a novel st...