arxivcs.LGcs.CV2026-07-23
Counterfactual Explainability Framework With CycleGAN And Counterfactual-Classifier Alignnment Score for Retinal Disease Classification
Kritanu Chattopadhyay, Sayanjit Singha Roy, Soumya Chatterjee
Automated detection of vision impairing retina-based ocular conditions from fundus images is important for early screening, timely referral and reducing dependency on specialist-only assessment, for which neural network-based deep learning (DL) models have been widely utilized. H…