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Fully Automated Segmentation of Globes for Volume Quantification in CT Images of Orbits using Deep Learning

BACKGROUND AND PURPOSE: Fast and accurate quantification of globe volumes in the event of an ocular trauma can provide clinicians with valuable diagnostic information. In this work, an automated workflow using a deep learning-based convolutional neural network is proposed for prediction of globe con...

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Detalhes bibliográficos
Publicado no:AJNR Am J Neuroradiol
Main Authors: Umapathy, L., Winegar, B., MacKinnon, L., Hill, M., Altbach, M.I., Miller, J.M., Bilgin, A.
Formato: Artigo
Idioma:Inglês
Publicado em: American Society of Neuroradiology 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7342761/
https://ncbi.nlm.nih.gov/pubmed/32439637
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3174/ajnr.A6538
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