Quantifying the Spatial Patterns of Retinal Ganglion Cell Loss and Progression in Optic Neuropathy by Applying a Deep Learning Variational Autoencoder Approach to Optical Coherence Tomography

Jui-Kai Wang, Brett A Johnson, Zhi Chen, Honghai Zhang,David Szanto,Brian Woods,Michael Wall,Young H Kwon,Edward F Linton,Andrew Pouw,Mark J Kupersmith,Mona K Garvin,Randy H Kardon

Frontiers in ophthalmology（2025）

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Key words

variational autoencoder (VAE),glaucoma,optic neuritis (ON),non-arteritic anterior ischemic optic neuropathy (NAION),retinal ganglion cell (RGC) loss,optical coherence tomography (OCT)

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