Identification of Amyotrophic Lateral Sclerosis Based on Diffusion Tensor Imaging and Support Vector Machine

Identification of Amyotrophic Lateral Sclerosis Based on Diffusion Tensor Imaging and Support Vector Machine

Objectives: White matter (WM) impairments involving both motor and extra-motor areas have been well-documented in amyotrophic lateral sclerosis (ALS). This study tested the potential of diffusion measurements in WM for identifying ALS based on support vector machine (SVM).Methods: Voxel-wise fractio...

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Bibliographic Details
Main Authors: Qiu-Feng Chen, Xiao-Hong Zhang, Nao-Xin Huang, Hua-Jun Chen
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-04-01
Series:Frontiers in Neurology
Subjects:
amyotrophic lateral sclerosis
diffusion tensor imaging
white matter
support vector machine
diagnosis
Online Access:https://www.frontiersin.org/article/10.3389/fneur.2020.00275/full

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https://www.frontiersin.org/article/10.3389/fneur.2020.00275/full

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