Deep Learning Can Differentiate IDH-Mutant from IDH-Wild GBM

Deep Learning Can Differentiate IDH-Mutant from IDH-Wild GBM

Isocitrate dehydrogenase (IDH) mutant and wildtype glioblastoma multiforme (GBM) often show overlapping features on magnetic resonance imaging (MRI), representing a diagnostic challenge. Deep learning showed promising results for IDH identification in mixed low/high grade glioma populations; however...

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Bibliographic Details
Main Authors: Luca Pasquini, Antonio Napolitano, Emanuela Tagliente, Francesco Dellepiane, Martina Lucignani, Antonello Vidiri, Giulio Ranazzi, Antonella Stoppacciaro, Giulia Moltoni, Matteo Nicolai, Andrea Romano, Alberto Di Napoli, Alessandro Bozzao
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Journal of Personalized Medicine
Subjects:
GBM
high grade glioma
MRI
IDH
deep learning
CBV
Online Access:https://www.mdpi.com/2075-4426/11/4/290

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https://www.mdpi.com/2075-4426/11/4/290

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