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

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

Abstract Background 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). Methods IVCM was used to collect 108 images from 35 macaques. 58 of the images from 22 macaques were used to evalua...

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Bibliographic Details
Main Authors: Jonathan D. Oakley, Daniel B. Russakoff, Megan E. McCarron, Rachel L. Weinberg, Jessica M. Izzi, Stuti L. Misra, Charles N. McGhee, Joseph L. Mankowski
Format: Article
Language:English
Published: BMC 2020-05-01
Series:Eye and Vision
Subjects:
Cornea
Sensory nerves
Macaque
Deep learning
In vivo confocal microscopy
Online Access:http://link.springer.com/article/10.1186/s40662-020-00192-5

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http://link.springer.com/article/10.1186/s40662-020-00192-5

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