Convolutional neural network to predict IDH mutation status in glioma from chemical exchange saturation transfer imaging at 7 Tesla

Background and goalNoninvasive prediction of isocitrate dehydrogenase (IDH) mutation status in glioma guides surgical strategies and individualized management. We explored the capability on preoperatively identifying IDH status of combining a convolutional neural network (CNN) and a novel imaging mo...

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Bibliographic Details
Main Authors: Yifan Yuan, Yang Yu, Jun Chang, Ying-Hua Chu, Wenwen Yu, Yi-Cheng Hsu, Liebig Alexander Patrick, Mianxin Liu, Qi Yue
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-05-01
Series:Frontiers in Oncology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2023.1134626/full