Amide Proton Transfer Imaging in Predicting Isocitrate Dehydrogenase 1 Mutation Status of Grade II/III Gliomas Based on Support Vector Machine

Amide Proton Transfer Imaging in Predicting Isocitrate Dehydrogenase 1 Mutation Status of Grade II/III Gliomas Based on Support Vector Machine

BackgroundTo compare the efficacies of univariate and radiomics analyses of amide proton transfer weighted (APTW) imaging in predicting isocitrate dehydrogenase 1 (IDH1) mutation of grade II/III gliomas.MethodsFifty-nine grade II/III glioma patients with known IDH1 mutation status were prospectively...

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Bibliographic Details
Main Authors: Yu Han, Wen Wang, Yang Yang, Ying-Zhi Sun, Gang Xiao, Qiang Tian, Jin Zhang, Guang-Bin Cui, Lin-Feng Yan
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-02-01
Series:Frontiers in Neuroscience
Subjects:
glioma
radiomics
isocitrate dehydrogenase 1 mutation
support vector machine
magnetic resonance imaging
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2020.00144/full

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https://www.frontiersin.org/article/10.3389/fnins.2020.00144/full

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