Deep learning for automated glaucomatous optic neuropathy detection from ultra-widefield fundus images.

Zhongwen LiChong GuoDuoru LinDanyao NieYi ZhuChuan ChenLanqin ZhaoJinghui WangXulin ZhangMeimei DongyeDongni WangFabao XuChenjin JinPing ZhangYu HanPisong YanYing HanHaotian Lin

Published in: The British journal of ophthalmology (2020)

Our deep learning system can accurately detect GON from UWF images in an automated fashion. It may be used as a screening tool to improve the accessibility of screening and promote the early diagnosis and management of glaucoma.

Keyphrases

deep learning
convolutional neural network
artificial intelligence
optic nerve
machine learning
diabetic retinopathy
high resolution
loop mediated isothermal amplification
label free
optical coherence tomography
cataract surgery