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

arXiv:2608.25981v2 Announce Type: replace-cross Abstract: 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 perfectly fair model al