Sayoko E. Moroi

The Boundaries of Fair AI in Medical Image Prognosis: A Causal Perspective

As machine learning (ML) algorithms are increasingly used in medical image analysis, concerns have emerged about their potential biases against certain social groups. Although many approaches have been proposed to ensure the fairness of ML models, most existing works focus only on medical image diag…