A Distance-Based Neurorehabilitation Evaluation Method Using Linear SVM and Resting-State fMRI

A Distance-Based Neurorehabilitation Evaluation Method Using Linear SVM and Resting-State fMRI

During neurorehabilitation, clinical measurements are widely adopted to evaluate behavioral improvements after treatment. However, it is not able to identify or monitor the change of central nervous system (CNS) of each individual patient. Resting-state functional magnetic resonance imaging (rs-fMRI...

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Bibliographic Details
Main Authors: Yunxiang Ge, Yu Pan, Qiong Wu, Weibei Dou
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-11-01
Series:Frontiers in Neurology
Subjects:
resting-state fMRI
functional connectivity
neurorehabilitation
support vector machine
spinal cord injury
Online Access:https://www.frontiersin.org/article/10.3389/fneur.2019.01105/full

Internet

https://www.frontiersin.org/article/10.3389/fneur.2019.01105/full

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