Deep learning-based analysis of macaque corneal sub-basal nerve fibers in confocal microscopy images

To develop and validate a deep learning-based approach to the fully-automated analysis of macaque corneal sub-basal nerves using in vivo confocal microscopy (IVCM). IVCM was used to collect 108 images from 35 macaques. 58 of the images from 22 macaques were used to evaluate different deep convolutio...

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Bibliographic Details
Published in:	Eye and vision (Novato, Calif.) Vol. 7; no. 1; p. 27
Main Authors:	Oakley, Jonathan D, Russakoff, Daniel B, McCarron, Megan E, Weinberg, Rachel L, Izzi, Jessica M, Misra, Stuti L, McGhee, Charles N, Mankowski, Joseph L
Format:	Journal Article
Language:	English
Published:	England BioMed Central Ltd 08-05-2020 BioMed Central BMC
Subjects:	Artificial neural networks Automation Cable television broadcasting industry Cornea Deep learning Disease In vivo confocal microscopy Laboratory animals Macaque Machine learning Medical research Methods Microscopy Sensory nerves United States Deep learning Macaque Cornea In vivo confocal microscopy Sensory nerves
Online Access:	Get full text
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