430 citations · 638 across the 16 of their papers we have counts for
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cs.CV2026
Generating Chest X-Ray Counterfactuals by Specialising Foundation Image Models
Xiaodan Xing, Rajat R. Rasal, Julia A. Meister +3
Counterfactual image generation answers questions about how a subject would have looked under retrospective, hypothetical scenarios. Recent methods have improved perceptual quality…
cs.LG2026
Worst-Group Equalized Odds Regularization for Multi-Attribute Fair Medical Image Classification
Nikhil Cherian Kurian, Victor Caquilpan Parra, Abin Shoby +6
Diagnostic performance in medical AI varies systematically across demographic groups, yet subgroup AUC can mask clinically important disparities. At a fixed inference-time operatin…