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ReLayNet: retinal layer and fluid segmentation of macular optical coherence tomography using fully convolutional networks

Optical coherence tomography (OCT) is used for non-invasive diagnosis of diabetic macular edema assessing the retinal layers. In this paper, we propose a new fully convolutional deep architecture, termed ReLayNet, for end-to-end segmentation of retinal layers and fluid masses in eye OCT scans. ReLay...

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Détails bibliographiques
Publié dans:Biomed Opt Express
Auteurs principaux: Roy, Abhijit Guha, Conjeti, Sailesh, Karri, Sri Phani Krishna, Sheet, Debdoot, Katouzian, Amin, Wachinger, Christian, Navab, Nassir
Format: Artigo
Langue:Inglês
Publié: Optical Society of America 2017
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Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC5560830/
https://ncbi.nlm.nih.gov/pubmed/28856040
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.8.003627
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