A stratified analysis of a deep learning algorithm in the diagnosis of diabetic retinopathy in a real-world study.

Na LiMingming MaMengyu LaiLiping GuMei KangZilong WangShengyin JiaoKang DangJunxiao DengXiaowei DingQin ZhenAifang ZhangTingting ShenZhi ZhengYufan WangYongde Peng

Published in: Journal of diabetes (2021)

This study showed that the DLA was a reliable alternative method for the detection of referable DR and performed superior in patients with type 1 diabetes and diabetic nephropathy who were prone to DR.

Keyphrases

diabetic retinopathy
deep learning
diabetic nephropathy
machine learning
convolutional neural network
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