U-Net Segmented Adjacent Angle Detection (USAAD) for Automatic Analysis of Corneal Nerve Structures

U-Net Segmented Adjacent Angle Detection (USAAD) for Automatic Analysis of Corneal Nerve Structures

Measurement of corneal nerve tortuosity is associated with dry eye disease, diabetic retinopathy, and a range of other conditions. However, clinicians measure tortuosity on very different grading scales that are inherently subjective. Using in vivo confocal microscopy, 253 images of corneal nerves w...

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Bibliographic Details
Main Authors: Philip Mehrgardt, Seid Miad Zandavi, Simon K. Poon, Juno Kim, Maria Markoulli, Matloob Khushi
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Data
Subjects:
U-Net
deep learning
corneal nerve
automatic analysis
tortuosity
Online Access:https://www.mdpi.com/2306-5729/5/2/37

Internet

https://www.mdpi.com/2306-5729/5/2/37

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