FairREAD: Re-fusing Demographic Attributes after Disentanglement for Fair Medical Image Classification

Yicheng Gao, Jinkui Hao, Bo Zhou

Recent advancements in deep learning have shown transformative potential in medical imaging, yet concerns about fairness persist due to performance disparities across demographic s…