Detecting Retinal Nerve Fibre Layer Segmentation Errors on Spectral Domain-Optical Coherence Tomography with a Deep Learning Algorithm

In this study we developed a deep learning (DL) algorithm that detects errors in retinal never fibre layer (RNFL) segmentation on spectral-domain optical coherence tomography (SDOCT) B-scans using human grades as the reference standard. A dataset of 25,250 SDOCT B-scans reviewed for segmentation err...

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Udgivet i:Sci Rep
Main Authors: Jammal, Alessandro A., Thompson, Atalie C., Ogata, Nara G., Mariottoni, Eduardo B., Urata, Carla N., Costa, Vital P., Medeiros, Felipe A.
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2019
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Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6614403/
https://ncbi.nlm.nih.gov/pubmed/31285505
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-46294-6
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