A Dual Edge Spatial Jacobian Image Graph for Interpretable Diabetic Retinopathy Grading

arXiv:2606.24168 · eess.IV, cs.CV, stat.ML · Submitted 2026-06-23 · Read on arXiv

Inam Ullah, Imran Razzak, Shoaib Jameel

eess.IV, cs.CV, stat.ML

Submitted: 2026-06-23

Code: https://github.com/Inamullah-Colab/dual-edge-dr-graph-xai

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Accuracy — 12× in this paper · explained in 1 episode
• Embeddings — 4× in this paper · explained in 2 episodes
• Interpretability — 4× in this paper · explained in 15 episodes
• AUROC — 3× in this paper · explained in 3 episodes
• Contrastive Learning — 1× in this paper · explained in 9 episodes
• Localization — 1× in this paper · explained in 2 episodes
• Representation Learning — 1× in this paper · explained in 3 episodes

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