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Deep Learning Convolutional Neural Networks for the Automatic Quantification of Muscle Fat Infiltration Following Whiplash Injury

Muscle fat infiltration (MFI) of the deep cervical spine extensors has been observed in cervical spine conditions using time-consuming and rater-dependent manual techniques. Deep learning convolutional neural network (CNN) models have demonstrated state-of-the-art performance in segmentation tasks....

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Detalhes bibliográficos
Publicado no:Sci Rep
Main Authors: Weber, Kenneth A., Smith, Andrew C., Wasielewski, Marie, Eghtesad, Kamran, Upadhyayula, Pranav A., Wintermark, Max, Hastie, Trevor J., Parrish, Todd B., Mackey, Sean, Elliott, James M.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6538618/
https://ncbi.nlm.nih.gov/pubmed/31138878
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-44416-8
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