Article

Generating 3D Optical Coherence Tomography from 2D Fundus Images via Diffusion Models

2025-03-06

Abstract excerpt

<title>Abstract</title> <p>Training machine learning models with synthetic data effectively addresses data scarcity, particularly in domains where acquiring large-scale 3D datasets is costly. We present Fundus2OCT, the first framework to synthesize high-fidelity 3D optical coherence tomography (OCT) volumes from 2D fundus photographs using diffusion models. Developed on paired fundus-OCT data from the UK Biobank,...

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Literature Corpus work: 34f7e921-16ce-5f4b-96a5-c0189d9611dd
DOI: 10.21203/rs.3.rs-6160112/v1

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