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. 2019 Dec 2;9:18113. doi: 10.1038/s41598-019-54653-6

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© The Author(s) 2019

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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Visualizing the VAE generative distribution for visual fields with two latent dimensions. Included are the paths of the example patients from Fig. 3. The length of the blue line overlaying each path indicates the speed of change across time and is the length traveled in the first year. The average visual field from all of the normal patients is represented as a blue square. Visualizations are from one cross-validation fold.