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Individualized Glaucoma Change Detection Using Deep Learning Auto Encoder-Based Regions of Interest
PURPOSE: To compare change over time in eye-specific optical coherence tomography (OCT) retinal nerve fiber layer (RNFL)-based region-of-interest (ROI) maps developed using unsupervised deep-learning auto-encoders (DL-AE) to circumpapillary RNFL (cpRNFL) thickness for the detection of glaucomatous p...
Autores principales: | Bowd, Christopher, Belghith, Akram, Christopher, Mark, Goldbaum, Michael H., Fazio, Massimo A., Girkin, Christopher A., Liebmann, Jeffrey M., de Moraes, Carlos Gustavo, Weinreb, Robert N., Zangwill, Linda M. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Association for Research in Vision and Ophthalmology
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8300051/ https://www.ncbi.nlm.nih.gov/pubmed/34293095 http://dx.doi.org/10.1167/tvst.10.8.19 |
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