FRAME: Separating sampling variation from performance disparities in medical image analysis

Mahshad Lotfinia, Daniel Truhn, Andreas Maier +1

Fairness audits of medical imaging models commonly report the largest performance difference between demographic subgroups and treat any positive value as evidence of bias. Yet a p…