Machine learning applications to neuroimaging for glioma detection and classification: An artificial intelligence augmented systematic review

QD Buchlak, N Esmaili, JC Leveque, C Bennett… - Journal of Clinical …, 2021 - Elsevier
Glioma is the most common primary intraparenchymal tumor of the brain and the 5-year
survival rate of high-grade glioma is poor. Magnetic resonance imaging (MRI) is essential for …

“Real world” use of a highly reliable imaging sign:“T2-FLAIR mismatch” for identification of IDH mutant astrocytomas

R Jain, DR Johnson, SH Patel, M Castillo… - Neuro …, 2020 - academic.oup.com
AbstractThe T2-FLAIR (fluid attenuated inversion recovery) mismatch sign is an easily
detectable imaging sign on routine clinical MRI studies that suggests diagnosis of isocitrate …

Improving the noninvasive classification of glioma genetic subtype with deep learning and diffusion-weighted imaging

J Cluceru, Y Interian, JJ Phillips, AM Molinaro… - Neuro …, 2022 - academic.oup.com
Background Diagnostic classification of diffuse gliomas now requires an assessment of
molecular features, often including IDH-mutation and 1p19q-codeletion status. Because …

The T2-FLAIR mismatch sign as a predictor of IDH-mutant, 1p/19q-noncodeleted lower-grade gliomas: a systematic review and diagnostic meta-analysis

SI Park, CH Suh, JP Guenette, RY Huang, HS Kim - European radiology, 2021 - Springer
Objectives To evaluate the diagnostic performance of the T2-FLAIR mismatch sign for
prediction of isocitrate dehydrogenase (IDH)-mutant, 1p/19q-noncodeleted lower-grade …

[HTML][HTML] A systematic review and meta-analysis on the differentiation of glioma grade and mutational status by use of perfusion-based magnetic resonance imaging

L van Santwijk, V Kouwenberg, F Meijer, M Smits… - Insights into …, 2022 - Springer
Background Molecular characterization plays a crucial role in glioma classification which
impacts treatment strategy and patient outcome. Dynamic susceptibility contrast (DSC) and …

[HTML][HTML] Clinicopathological analysis of T2-FLAIR mismatch sign in lower-grade gliomas

S Deguchi, T Oishi, K Mitsuya, Y Kakuda, M Endo… - Scientific reports, 2020 - nature.com
T2-FLAIR mismatch sign is known as a highly specific imaging marker of IDH-mutant
astrocytomas. This study was intended to clarify what the T2-FLAIR mismatch sign …

Predicting isocitrate dehydrogenase (IDH) mutation status in gliomas using multiparameter MRI radiomics features

H Peng, J Huo, B Li, Y Cui, H Zhang… - Journal of Magnetic …, 2021 - Wiley Online Library
Background Accurate and noninvasive detection of isocitrate dehydrogenase (IDH,
including IDH1 and IDH2) status is clinically meaningful for molecular stratification of glioma …

[HTML][HTML] The clinical significance of the T2-FLAIR mismatch sign in grade II and III gliomas: a population-based study

A Corell, S Ferreyra Vega, N Hoefling, L Carstam… - BMC cancer, 2020 - Springer
Abstract Background The T2-FLAIR mismatch sign is an imaging finding highly suggestive of
isocitrate dehydrogenase mutated (IDH-mut) 1p19q non-codeleted (non-codel) gliomas …

IDH-mutant low-grade glioma: advances in molecular diagnosis, management, and future directions

A Dono, LY Ballester, D Primdahl, Y Esquenazi… - Current oncology …, 2021 - Springer
Purpose of Review IDH-mutant low-grade gliomas (LGG) have emerged as a distinct clinical
and molecular entity with unique treatment considerations. Here, we review updates in IDH …

[HTML][HTML] Advancements in neuroimaging to unravel biological and molecular features of brain tumors

F Sanvito, A Castellano, A Falini - Cancers, 2021 - mdpi.com
Simple Summary Advanced neuroimaging is gaining increasing relevance for the
characterization and the molecular profiling of brain tumor tissue. On one hand, for some …