Whole-tumor histogram analysis of multiple diffusion metrics for glioma genotyping

A Gao, H Zhang, X Yan, S Wang, Q Chen, E Gao, J Qi… - Radiology, 2022 - pubs.rsna.org
Background The isocitrate dehydrogenase (IDH) genotype and 1p/19q codeletion status are
key molecular markers included in glioma pathologic diagnosis. Advanced diffusion models …

Predicting genotype and survival in glioma using standard clinical MR imaging apparent diffusion coefficient images: a pilot study from the cancer genome atlas

CC Wu, R Jain, A Radmanesh… - American Journal …, 2018 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Few studies have shown MR imaging features and ADC
correlating with molecular markers and survival in patients with glioma. Our purpose was to …

Histogram analysis of diffusion kurtosis imaging estimates for in vivo assessment of 2016 WHO glioma grades: A cross-sectional observational study

JM Hempel, J Schittenhelm, C Brendle… - European journal of …, 2017 - Elsevier
Purpose To assess the diagnostic performance of histogram analysis of diffusion kurtosis
imaging (DKI) maps for in vivo assessment of the 2016 World Health Organization …

Prediction of isocitrate dehydrogenase genotype in brain gliomas with MRI: single-shell versus multishell diffusion models

M Figini, M Riva, M Graham, GM Castelli, B Fernandes… - Radiology, 2018 - pubs.rsna.org
Purpose The primary aim of this prospective observational study was to assess whether
diffusion MRI metrics correlate with isocitrate dehydrogenase (IDH) status in grade II and III …

World Health Organization grade II/III glioma molecular status: prediction by MRI morphologic features and apparent diffusion coefficient

J Maynard, S Okuchi, S Wastling, AA Busaidi… - Radiology, 2020 - pubs.rsna.org
Background A readily implemented MRI biomarker for glioma genotyping is currently
lacking. Purpose To evaluate clinically available MRI parameters for predicting isocitrate …

Diffusion-and perfusion-weighted MRI radiomics model may predict isocitrate dehydrogenase (IDH) mutation and tumor aggressiveness in diffuse lower grade glioma

M Kim, SY Jung, JE Park, Y Jo, SY Park, SJ Nam… - European …, 2020 - Springer
Objectives To determine whether diffusion-and perfusion-weighted MRI–based radiomics
features can improve prediction of isocitrate dehydrogenase (IDH) mutation and tumor …

Whole-tumor histogram and texture analyses of DTI for evaluation of IDH1-mutation and 1p/19q-codeletion status in World Health Organization grade II gliomas

YW Park, K Han, SS Ahn, YS Choi… - American Journal …, 2018 - Am Soc Neuroradiology
BACKGROUND AND PURPOSE: Prediction of the isocitrate dehydrogenase 1 (IDH1)-
mutation and 1p/19q-codeletion status of World Health Organization grade ll gliomas …

Evaluation of the microenvironmental heterogeneity in high-grade gliomas with IDH1/2 gene mutation using histogram analysis of diffusion-weighted imaging and …

S Lee, SH Choi, I Ryoo, TJ Yoon, TM Kim… - Journal of neuro …, 2015 - Springer
The purpose of our study was to explore the difference between isocitrate dehydrogenase
(IDH)-1/2 gene mutation-positive and-negative high-grade gliomas (HGGs) using histogram …

Diffusion tensor imaging radiomics in lower-grade glioma: improving subtyping of isocitrate dehydrogenase mutation status

CJ Park, YS Choi, YW Park, SS Ahn, SG Kang… - Neuroradiology, 2020 - Springer
Purpose To evaluate whether diffusion tensor imaging (DTI) radiomics with machine
learning improves the prediction of isocitrate dehydrogenase (IDH) mutation status of lower …

[HTML][HTML] Histogram Analysis of Diffusion Weighted Imaging in Low-Grade Gliomas: in vivo Characterization of Tumor Architecture and Corresponding Neuropathology

GA Gihr, D Horvath-Rizea, E Hekeler… - Frontiers in …, 2020 - frontiersin.org
Background: Low-grade gliomas (LGG) in adults are usually slow growing and frequently
asymptomatic brain tumors, originating from glial cells of the central nervous system (CNS) …