Machine Learning-Based Prediction of Glioma <i>IDH</i> Gene Mutation Status Using Physio-Metabolic MRI of Oxygen Metabolism and Neovascularization (A Bicenter Study)

Machine Learning-Based Prediction of Glioma <i>IDH</i> Gene Mutation Status Using Physio-Metabolic MRI of Oxygen Metabolism and Neovascularization (A Bicenter Study)

The mutational status of the isocitrate dehydrogenase (<i>IDH</i>) gene plays a key role in the treatment of glioma patients because it is known to affect energy metabolism pathways relevant to glioma. Physio-metabolic magnetic resonance imaging (MRI) enables the non-invasive analysis of...

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Bibliographic Details
Main Authors: Andreas Stadlbauer, Katarina Nikolic, Stefan Oberndorfer, Franz Marhold, Thomas M. Kinfe, Anke Meyer-Bäse, Diana Alina Bistrian, Oliver Schnell, Arnd Doerfler
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Cancers
Subjects:
artificial intelligence
deep learning
glioma
isocitrate dehydrogenase gene
<i>IDH</i> gene mutation
neurooncology
Online Access:https://www.mdpi.com/2072-6694/16/6/1102

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