Differentiation of Glioma Mimicking Encephalitis and Encephalitis Using Multiparametric MR-Based Deep Learning

Differentiation of Glioma Mimicking Encephalitis and Encephalitis Using Multiparametric MR-Based Deep Learning

BackgroundComputational aid for diagnosis based on convolutional neural network (CNN) is promising to improve clinical diagnostic performance. Therefore, we applied pretrained CNN models in multiparametric magnetic resonance (MR) images to classify glioma mimicking encephalitis and encephalitis.Meth...

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Bibliographic Details
Main Authors: Wenli Wu, Jiewen Li, Junyong Ye, Qi Wang, Wentao Zhang, Shengsheng Xu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Oncology
Subjects:
glioma
magnetic resonance imaging
deep learning
convolutional neural network
differentiation
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2021.639062/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2021.639062/full

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