Completely non-invasive prediction of IDH mutation status based on preoperative native CT images

Completely non-invasive prediction of IDH mutation status based on preoperative native CT images

Abstract The isocitrate dehydrogenase (IDH) mutation status is one of the most important markers according to the 2021 WHO classification of CNS tumors. Preoperatively, this information is usually obtained based on invasive biopsies, contrast-enhanced MR images or PET images generated using radioact...

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Bibliographic Details
Main Authors: Manfred Musigmann, Melike Bilgin, Sabriye Sennur Bilgin, Hermann Krähling, Walter Heindel, Manoj Mannil
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Glioma
IDH mutation status
Machine learning
Artificial intelligence
Neuroimaging
Computed tomography (CT)
Online Access:https://doi.org/10.1038/s41598-024-77789-6
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