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Predicting Age From Optical Coherence Tomography Scans With Deep Learning

PURPOSE: To assess whether age can be predicted from deep learning analysis of peripapillary spectral-domain optical coherence tomography (SD-OCT) B-scans and to determine the importance of specific retinal areas on the predictions. METHODS: Deep learning (DL) convolutional neural networks were deve...

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Detalhes bibliográficos
Publicado no:Transl Vis Sci Technol
Main Authors: Shigueoka, Leonardo S., Mariottoni, Eduardo B., Thompson, Atalie C., Jammal, Alessandro A., Costa, Vital P., Medeiros, Felipe A.
Formato: Artigo
Idioma:Inglês
Publicado em: The Association for Research in Vision and Ophthalmology 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7804495/
https://ncbi.nlm.nih.gov/pubmed/33510951
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1167/tvst.10.1.12
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