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....

Descripción completa

Detalles Bibliográficos
Autores principales: 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: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6538618/
https://www.ncbi.nlm.nih.gov/pubmed/31138878
http://dx.doi.org/10.1038/s41598-019-44416-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6538618/
https://www.ncbi.nlm.nih.gov/pubmed/31138878
http://dx.doi.org/10.1038/s41598-019-44416-8

Ejemplares similares