Automated detection of retinal exudates and drusen in ultra-widefield fundus images based on deep learning.

Zhongwen LiChong GuoDanyao NieDuoru LinTingxin CuiYi ZhuChuan ChenLanqin ZhaoXulin ZhangMeimei DongyeDongni WangFabao XuChenjin JinPing ZhangYu HanPisong YanHaotian Lin

Published in: Eye (London, England) (2021)

Our deep learning system is reliable in the automated detection of RED in UWF images. As a screening tool, our system may promote the early diagnosis and management of RED-related fundus diseases.

Keyphrases

deep learning
diabetic retinopathy
convolutional neural network
artificial intelligence
machine learning
loop mediated isothermal amplification
optical coherence tomography
real time pcr
label free
optic nerve
high resolution
sensitive detection
quantum dots