Cargando…
Convolutional neural networks for the automatic segmentation of lumbar paraspinal muscles in people with low back pain
The size, shape, and composition of paraspinal muscles have been widely reported in disorders of the cervical and lumbar spine. Measures of size, shape, and composition have required time-consuming and rater-dependent manual segmentation techniques. Convolutional neural networks (CNNs) provide alter...
Autores principales: | Wesselink, E. O., Elliott, J. M., Coppieters, M. W., Hancock, M. J., Cronin, B., Pool-Goudzwaard, A., Weber II, K. A. |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9355981/ https://www.ncbi.nlm.nih.gov/pubmed/35931772 http://dx.doi.org/10.1038/s41598-022-16710-5 |
Ejemplares similares
-
Fully automatic wound segmentation with deep convolutional neural networks
por: Wang, Chuanbo, et al.
Publicado: (2020) -
Paraspinal Muscle Segmentation Based on Deep Neural Network
por: Li, Haixing, et al.
Publicado: (2019) -
Automatic Detection and Segmentation of Colorectal Cancer with Deep Residual Convolutional Neural Network
por: Akilandeswari, A., et al.
Publicado: (2022) -
Postoperative lumbar paraspinal compartment syndrome
por: Saadat, Niloufar, et al.
Publicado: (2021) -
Automatic segmentation of cerebral infarcts in follow-up computed tomography images with convolutional neural networks
por: Sales Barros, Renan, et al.
Publicado: (2020)