Deep learning-based detection and stage grading for optimising diagnosis of diabetic retinopathy.

Yue-Lin Wang Miao YuBojie HuXuemin JinYibin LiXiao ZhangYongpeng ZhangDi GongChan WuBilei ZhangJingyuan YangBing LiMingzhen YuanBin MoQijie WeiJianchun ZhaoDayong DingJingyun YangXirong LiWeihong YuYouxin Chen

Published in: Diabetes/metabolism research and reviews (2021)

The herein described automated model employed DR lesions and stage information to identify referable DR and displayed better diagnostic value than models built without this information.

Keyphrases

diabetic retinopathy
deep learning
editorial comment
optical coherence tomography
health information
machine learning
artificial intelligence
convolutional neural network
high throughput
loop mediated isothermal amplification
label free
real time pcr
social media