Deep learning-based high-accuracy quantitation for lumbar intervertebral disc degeneration from MRI

To help doctors and patients evaluate lumbar intervertebral disc degeneration (IVDD) accurately and efficiently, we propose a segmentation network and a quantitation method for IVDD from T2MRI. A semantic segmentation network (BianqueNet) composed of three innovative modules achieves high-precision...

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Detalles Bibliográficos
Autores principales: Zheng, Hua-Dong, Sun, Yue-Li, Kong, De-Wei, Yin, Meng-Chen, Chen, Jiang, Lin, Yong-Peng, Ma, Xue-Feng, Wang, Hong-Shen, Yuan, Guang-Jie, Yao, Min, Cui, Xue-Jun, Tian, Ying-Zhong, Wang, Yong-Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8837609/
https://www.ncbi.nlm.nih.gov/pubmed/35149684
http://dx.doi.org/10.1038/s41467-022-28387-5

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