Diagnostic accuracy of a machine learning-based radiomics approach of MR in predicting IDH mutations in glioma patients: a systematic review and meta-analysis

Diagnostic accuracy of a machine learning-based radiomics approach of MR in predicting IDH mutations in glioma patients: a systematic review and meta-analysis

ObjectivesTo assess the diagnostic accuracy of machine learning (ML)-based radiomics for predicting isocitrate dehydrogenase (IDH) mutations in patients with glioma.MethodsA systematic search of PubMed, Web of Science, Embase, and the Cochrane Library from inception to 1 September 2023, was conducte...

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Bibliographic Details
Main Authors: Xiaoli Chen, Junqiang Lei, Shuaiwen Wang, Jing Zhang, Lubin Gou
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-07-01
Series:Frontiers in Oncology
Subjects:
glioma
isocitrate dehydrogenase (IDH)
MRI
machine learning
deep learning
radiomics
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2024.1409760/full

Internet

https://www.frontiersin.org/articles/10.3389/fonc.2024.1409760/full

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