Deep Learning-Based Auto-Segmentation of Spinal Cord Internal Structure of Diffusion Tensor Imaging in Cervical Spondylotic Myelopathy

Deep Learning-Based Auto-Segmentation of Spinal Cord Internal Structure of Diffusion Tensor Imaging in Cervical Spondylotic Myelopathy

Cervical spondylotic myelopathy (CSM) is a chronic disorder of the spinal cord. ROI-based features on diffusion tensor imaging (DTI) provide additional information about spinal cord status, which would benefit the diagnosis and prognosis of CSM. However, the manual extraction of the DTI-related feat...

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Bibliographic Details
Main Authors: Ningbo Fei, Guangsheng Li, Xuxiang Wang, Junpeng Li, Xiaosong Hu, Yong Hu
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Diagnostics
Subjects:
diffusion tensor imaging (DTI)
image segmentation
deep learning
fractional anisotropy (FA)
cervical spondylotic myelopathy (CSM)
Online Access:https://www.mdpi.com/2075-4418/13/5/817

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https://www.mdpi.com/2075-4418/13/5/817

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