Deep sparse autoencoder integrated with three‐stage framework for glaucoma diagnosis
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22911
Abstract: Recently, end‐to‐end deep neural networks‐based glaucoma diagnosis approaches have been gaining much attention. However, the feature extractor and classier in these approaches are trained together, which is known as coadaptation. Therefore, the feature distribution in… read more here.
Keywords: glaucoma diagnosis; diagnosis; stage framework; framework glaucoma ... See more keywords
Effect of algorithms and covariates in glaucoma diagnosis with optical coherence tomography angiography
Sign Up to like & getrecommendations! Published in 2021 at "British Journal of Ophthalmology"
DOI: 10.1136/bjophthalmol-2020-318677
Abstract: Purpose To assess the effects of algorithms and covariates in glaucoma diagnosis with optical coherence tomography angiography (OCTA). Methods In this prospective cross-sectional study, one eye each of 36 normal controls and 64 patients with… read more here.
Keywords: optical coherence; algorithms covariates; glaucoma diagnosis; coherence tomography ... See more keywords
Joint retina segmentation and classification for early glaucoma diagnosis.
Sign Up to like & getrecommendations! Published in 2019 at "Biomedical optics express"
DOI: 10.1364/boe.10.002639
Abstract: We propose a joint segmentation and classification deep model for early glaucoma diagnosis using retina imaging with optical coherence tomography (OCT). Our motivation roots in the observation that ophthalmologists make the clinical decision by analyzing… read more here.
Keywords: glaucoma diagnosis; segmentation classification; segmentation; classification ... See more keywords
The application of artificial intelligence in glaucoma diagnosis and prediction
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Cell and Developmental Biology"
DOI: 10.3389/fcell.2023.1173094
Abstract: Artificial intelligence is a multidisciplinary and collaborative science, the ability of deep learning for image feature extraction and processing gives it a unique advantage in dealing with problems in ophthalmology. The deep learning system can… read more here.
Keywords: artificial intelligence; glaucoma diagnosis; intelligence; diagnosis prediction ... See more keywords
Improving Glaucoma Diagnosis Assembling Deep Networks and Voting Schemes
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DOI: 10.3390/diagnostics12061382
Abstract: Glaucoma is a group of eye conditions that damage the optic nerve, the health of which is vital for good eyesight. This damage is often caused by higher-than-normal pressure in the eye. In the past… read more here.
Keywords: assembling deep; glaucoma diagnosis; glaucoma; diagnosis ... See more keywords