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Evaluation of Generative Adversarial Networks for High-Resolution Synthetic Image Generation of Circumpapillary Optical Coherence Tomography Images for Glaucoma

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This cross-sectional study assesses whether generative models can synthesize circumpapillary optic nerve head optical coherence tomography (OCT) images of normal and glaucomatous eyes and determines the usability of synthetic images… Click to show full abstract

This cross-sectional study assesses whether generative models can synthesize circumpapillary optic nerve head optical coherence tomography (OCT) images of normal and glaucomatous eyes and determines the usability of synthetic images for training deep learning models for glaucoma detection.

Keywords: coherence tomography; generative adversarial; optical coherence; evaluation generative

Journal Title: JAMA Ophthalmology
Year Published: 2022

Link to full text (if available)


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