The quest for early detection of retinal disease: 3D CycleGAN-based translation of optical coherence tomography into confocal microscopy

The quest for early detection of retinal disease: 3D CycleGAN-based translation of optical coherence tomography into confocal microscopy

Optical coherence tomography (OCT) and confocal microscopy are pivotal in retinal imaging, offering distinct advantages and limitations. In vivo OCT offers rapid, noninvasive imaging but can suffer from clarity issues and motion artifacts, while ex vivo confocal microscopy, providing high-resolution...

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Bibliographic Details
Main Authors: Xin Tian, Nantheera Anantrasirichai, Lindsay Nicholson, Alin Achim
Format: Article
Language:English
Published: Cambridge University Press 2024-01-01
Series:Biological Imaging
Subjects:
Image-to-image translation
CycleGAN
retinal image
OCT
confocal microscopy
Online Access:https://www.cambridge.org/core/product/identifier/S2633903X24000163/type/journal_article
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