Automatic cataract grading methods based on deep learning
Sign Up to like & getrecommendations! Published in 2019 at "Computer methods and programs in biomedicine"
DOI: 10.1016/j.cmpb.2019.07.006
Abstract: BACKGROUND AND OBJECTIVE The shortage of ophthalmologists in rural areas in China causes a lot of cataract patients not getting timely diagnosis and effective treatment. We develop an algorithm and platform to automatically diagnose and… read more here.
Keywords: methods based; cataract grading; level; cataract ... See more keywords
GLA-Net: A Global-local Attention Network for Automatic Cataract Classification.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of biomedical informatics"
DOI: 10.1016/j.jbi.2021.103939
Abstract: Cataracts are the most crucial cause of blindness among all ophthalmic diseases. Convenient and cost-effective early cataract screening is urgently needed to reduce the risks of visual loss. To date, many studies have investigated automatic… read more here.
Keywords: automatic cataract; gla net; cataract classification; attention ... See more keywords