Article

Generative Model-Based Fundus Photography Translation for Enhanced Cross-Device Consistency

2025-08-13

Abstract excerpt

<title>Abstract</title> <p>We propose a novel image translation framework that converts fundus images from conventional fundus cameras to confocal scanning laser ophthalmoscopy (cSLO), aiming to bridge a clinically significant domain gap that has been largely overlooked. Our model incorporates self-attention modules to better capture long-range dependencies and jointly optimizes structural similarity and gradient...

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Literature Corpus work: 22330dde-fed9-5746-9967-96e2174a25ae
DOI: 10.21203/rs.3.rs-7229849/v1

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