Whole-tumor radiomics analysis of DKI and DTI may improve the prediction of genotypes for astrocytomas: A preliminary study
Y Tan, W Mu, X Wang, G Yang, RJ Gillies… - European journal of …, 2020 - Elsevier
Purpose To test whether the whole-tumor radiomics analysis of DKI and DTI images could
predict IDH and MGMTmet genotypes of astrocytomas. Method Sixty-two astrocytomas were …
predict IDH and MGMTmet genotypes of astrocytomas. Method Sixty-two astrocytomas were …
A radiomics nomogram may improve the prediction of IDH genotype for astrocytoma before surgery
Y Tan, S Zhang, J Wei, D Dong, X Wang, G Yang… - European …, 2019 - Springer
Objectives To develop and validate a radiomics nomogram to preoperative prediction of
isocitrate dehydrogenase (IDH) genotype for astrocytomas, which might contribute to the …
isocitrate dehydrogenase (IDH) genotype for astrocytomas, which might contribute to the …
Radiogenomics correlation between MR imaging features and major genetic profiles in glioblastoma
Objectives To assess the association between MR imaging features and major genomic
profiles in glioblastoma. Methods Qualitative and quantitative imaging features such as …
profiles in glioblastoma. Methods Qualitative and quantitative imaging features such as …
Prediction of Ki-67 labeling index, ATRX mutation, and MGMT promoter methylation status in IDH-mutant astrocytoma by morphological MRI, SWI, DWI, and DSC-PWI
X Yang, C Hu, Z Xing, Y Lin, Y Su, X Wang, D Cao - European Radiology, 2023 - Springer
Objective Noninvasive detection of molecular status of astrocytoma is of great clinical
significance for predicting therapeutic response and prognosis. We aimed to evaluate …
significance for predicting therapeutic response and prognosis. We aimed to evaluate …
MRI-based radiomics combined with deep learning for distinguishing IDH-mutant WHO grade 4 astrocytomas from IDH-wild-type glioblastomas
SA Hosseini, E Hosseini, G Hajianfar, I Shiri, S Servaes… - Cancers, 2023 - mdpi.com
Simple Summary To differentiate IDH-mutant grade 4 astrocytomas from IDH-wild-type
glioblastomas, two MRI sequences (post-contrast T1 and T2-FLAIR) were acquired from 57 …
glioblastomas, two MRI sequences (post-contrast T1 and T2-FLAIR) were acquired from 57 …
[HTML][HTML] Predicting IDH subtype of grade 4 astrocytoma and glioblastoma from tumor radiomic patterns extracted from multiparametric magnetic resonance images …
P Kandalgaonkar, A Sahu, AC Saju, A Joshi… - Frontiers in …, 2022 - frontiersin.org
Background and Purpose: Semantic imaging features have been used for molecular
subclassification of high-grade gliomas. Radiomics-based prediction of molecular …
subclassification of high-grade gliomas. Radiomics-based prediction of molecular …
Noninvasive prediction of IDH mutation status in gliomas using preoperative multiparametric MRI radiomics nomogram: A mutlicenter study
J Lu, W Xu, X Chen, T Wang, H Li - Magnetic Resonance Imaging, 2023 - Elsevier
Purpose To establish and validate a radiomics nomogram for preoperative prediction of
isocitrate dehydrogenase (IDH) mutation status of gliomas in a multicenter setting. Methods …
isocitrate dehydrogenase (IDH) mutation status of gliomas in a multicenter setting. Methods …
[HTML][HTML] The value of multiparametric MRI radiomics in predicting IDH genotype in glioma before surgery
Y Liang, W Liu, D Bai, J Hu, Z Wang - Frontiers in Oncology, 2023 - ncbi.nlm.nih.gov
Objective To explore the value of multiparametric magnetic resonance imaging (MRI)
radiomics in the preoperative prediction of isocitrate dehydrogenase (IDH) genotype for …
radiomics in the preoperative prediction of isocitrate dehydrogenase (IDH) genotype for …
Multiregional radiomics profiling from multiparametric MRI: Identifying an imaging predictor of IDH1 mutation status in glioblastoma
Abstract Purpose Isocitrate dehydrogenase 1 (IDH1) has been proven as a prognostic and
predictive marker in glioblastoma (GBM) patients. The purpose was to preoperatively predict …
predictive marker in glioblastoma (GBM) patients. The purpose was to preoperatively predict …
Modelling MR and clinical features in grade II/III astrocytomas to predict IDH mutation status
Background and purpose There is increasing evidence that many IDH wildtype (IDH wt)
astrocytomas have a poor prognosis and although MR features have been identified, there …
astrocytomas have a poor prognosis and although MR features have been identified, there …