AV-Net: deep learning for fully automated artery-vein classification in optical coherence tomography angiography

This study is to demonstrate deep learning for automated artery-vein (AV) classification in optical coherence tomography angiography (OCTA). The AV-Net, a fully convolutional network (FCN) based on modified U-shaped CNN architecture, incorporates enface OCT and OCTA to differentiate arteries and vei...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Biomed Opt Express
Prif Awduron: Alam, Minhaj, Le, David, Son, Taeyoon, Lim, Jennifer I., Yao, Xincheng
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Optical Society of America 2020
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7510886/
https://ncbi.nlm.nih.gov/pubmed/33014612
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.399514
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