Identifying Peripheral Neuropathy in Colour Fundus Photographs Based on Deep Learning

Identifying Peripheral Neuropathy in Colour Fundus Photographs Based on Deep Learning

The aim of this study was to develop and validate a deep learning-based system to detect peripheral neuropathy (DN) from retinal colour images in people with diabetes. Retinal images from 1561 people with diabetes were used to predictDN diagnosed on vibration perception threshold. A total of 189 had...

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Bibliographic Details
Main Authors: Diego R. Cervera, Luke Smith, Luis Diaz-Santana, Meenakshi Kumar, Rajiv Raman, Sobha Sivaprasad
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Diagnostics
Subjects:
diabetes
deep learning
diabetic neuropathy
diabetic retinopathy
Online Access:https://www.mdpi.com/2075-4418/11/11/1943

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