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A deep learning approach to predict visual field using optical coherence tomography

We developed a deep learning architecture based on Inception V3 to predict visual field using optical coherence tomography (OCT) imaging and evaluated its performance. Two OCT images, macular ganglion cell-inner plexiform layer (mGCIPL) and peripapillary retinal nerve fibre layer (pRNFL) thicknesses...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Park, Keunheung, Kim, Jinmi, Lee, Jiwoong
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7337305/
https://ncbi.nlm.nih.gov/pubmed/32628672
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0234902
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