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Automated summarisation of SDOCT volumes using deep learning: Transfer learning vs de novo trained networks

Spectral-domain optical coherence tomography (SDOCT) is a non-invasive imaging modality that generates high-resolution volumetric images. This modality finds widespread usage in ophthalmology for the diagnosis and management of various ocular conditions. The volumes generated can contain 200 or more...

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Détails bibliographiques
Publié dans:PLoS One
Auteurs principaux: Antony, Bhavna Josephine, Maetschke, Stefan, Garnavi, Rahil
Format: Artigo
Langue:Inglês
Publié: Public Library of Science 2019
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6513047/
https://ncbi.nlm.nih.gov/pubmed/31083678
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0203726
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