Improving racial fairness in brain age models using style-transfer synthesis
Vittoria Banchieri, Dina Zemlyanker, Juan Eugenio Iglesias, the Alzheimer’s Disease Neuroimaging Initiative
This paper improves racial fairness in brain age models by using synthetic T1 images generated via style-transfer, reducing disparities without requiring race as an input.
bioRxiv · Sep 22, 2026 · PreprintBioengineering