Fairness-Aware Data Augmentation for Cardiac MRI using Text-Conditioned Diffusion Models

Grzegorz Skorupko, Richard Osuala, Zuzanna Szafranowska +6

While deep learning holds great promise for disease diagnosis and prognosis in cardiac magnetic resonance imaging, its progress is often constrained by highly imbalanced and biased…