FairGen: Preference-Aligned Diffusion for Demographically Equitable Medical Image Synthesis
Researchers introduced FairGen, a fairness-aware diffusion framework that synthesizes demographically balanced medical images while preserving pathology-relevant features. Applied to dermatology, radiology, and neuroimag…