Cataract grading method based on deep convolutional neural networks and stacking ensemble learning
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Imaging Systems and Technology"
DOI: 10.1002/ima.22722
Abstract: The cataract is the most common cause of severe vision impairment or blindness worldwide. A periodical diagnosis is recommended in order to prevent cataract severity, where screening might be feasibly ensured through fundus images. In… read more here.
Keywords: neural networks; ensemble learning; stacking ensemble; fundus images ... See more keywords
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
Lens Opacities Classification System III-based artificial intelligence program for automatic cataract grading.
Sign Up to like & getrecommendations! Published in 2021 at "Journal of cataract and refractive surgery"
DOI: 10.1097/j.jcrs.0000000000000790
Abstract: PURPOSE To establish and validate an artificial intelligence (AI)-assisted automatic cataract grading program based on the Lens Opacities Classification System III (LOCSIII). SETTING Eye and Ear, Nose, and Throat (EENT) Hospital, Fudan University, Shanghai, China.… read more here.
Keywords: system; program; dataset; cataract grading ... See more keywords