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....

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Sci Rep
Prif Awduron: 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.
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Nature Publishing Group UK 2019
Pynciau:
Article
Mynediad Ar-lein: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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