An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study.

Bryan M WilliamsDavide BorroniRongjun LiuYitian ZhaoJiong ZhangJonathan LimBaikai MaVito RomanoHong QiMaryam FerdousiIoannis N PetropoulosGeorgios PonirakisStephen KayeRayaz A MalikUazman Alam Yalin Zheng

Published in: Diabetologia (2019)

The publicly shared cornea nerve dataset (dataset 1) is available at http://bioimlab.dei.unipd.it/Corneal%20Nerve%20Tortuosity%20Data%20Set.htm and http://bioimlab.dei.unipd.it/Corneal%20Nerve%20Data%20Set.htm.

Keyphrases

artificial intelligence
deep learning
big data
machine learning
wound healing
optical coherence tomography
peripheral nerve
electronic health record
convolutional neural network
type diabetes