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cs.CV 1

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2026 1

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UNVERDICTED 1

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Towards Interpretable Foundation Models for Retinal Fundus Images

cs.CV · 2026-03-19 · unverdicted · novelty 6.0

Dual-IFM delivers state-of-the-art-comparable performance on retinal fundus images with inherent local and global interpretability through evidence maps and 2D projections after training on over 800,000 images.

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  • Towards Interpretable Foundation Models for Retinal Fundus Images cs.CV · 2026-03-19 · unverdicted · none · ref 29

    Dual-IFM delivers state-of-the-art-comparable performance on retinal fundus images with inherent local and global interpretability through evidence maps and 2D projections after training on over 800,000 images.