Automated multidimensional deep learning platform for referable diabetic retinopathy detection: a multicentre, retrospective study.

Guihua ZhangJian-Wei LinJi WangJie JiLing-Ping CenWeiqi ChenPeiwen XieYi ZhengYongqun XiongHanfu WuDongjie LiTsz-Kin NgChi Pui PangMingzhi Zhang

Published in: BMJ open (2022)

The automatic DL system for detection of referable DR based on the UK guideline could achieve high accuracy in multidimensional classifications. It is suitable for large-scale, real-world DR screening.

Keyphrases

deep learning
diabetic retinopathy
machine learning
loop mediated isothermal amplification
high throughput
optical coherence tomography
artificial intelligence
convolutional neural network
label free
real time pcr
editorial comment
clinical trial
cross sectional
single cell
double blind