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Visualization of Optic Nerve Structural Patterns in Papilledema Using Deep Learning Variational Autoencoders.
Wang Jui-Kai Ray, Linton Edward F, Johnson Brett A, Kupersmith Mark J, Garvin Mona K, Kardon Randy H
Transl Vis Sci TechnolJan 20245 citationsObservational Study
A deep learning model (biVAE) quantified diverse papilledema structural patterns from OCT scans using only two variables. This offers a novel way to visualize and track papilledema changes during treatment.