Comparison of deep learning-assisted blinking analysis system and Lipiview interferometer in dry eye patients: a cross-sectional study.

Yueping RenHan WenFurong BaiBinge HuangZhenzhen WangShuwen ZhangYaojia PuZhenmin LeXianhui GongLei WangWei ChenQinxiang Zheng

Published in: Eye and vision (London, England) (2024)

DLM-assisted K5M is a useful tool to analyze blinking videos and detect abnormal blinking patterns, especially in distinguishing DED patients from normal subjects. Large sample investigations are therefore warranted to assess its clinical utility before implementation.

Keyphrases

end stage renal disease
chronic kidney disease
deep learning
ejection fraction
newly diagnosed
peritoneal dialysis
healthcare
prognostic factors
machine learning
patient reported outcomes
risk factors
artificial intelligence
convolutional neural network
patient reported