[HTML][HTML] Combining Multi-Shell Diffusion with Conventional MRI Improves Molecular Diagnosis of Diffuse Gliomas with Deep Learning
G Karami, R Pascuzzo, M Figini, C Del Gratta, H Zhang… - Cancers, 2023 - mdpi.com
… are isocitrate dehydrogenase (IDH) genotype and epigenetic 1p/… images encompassed MD
from DTI, KA from DKI, and the fR … methods based on radiomic features can work well also on …
from DTI, KA from DKI, and the fR … methods based on radiomic features can work well also on …
[HTML][HTML] Beyond Imaging and Genetic Signature in Glioblastoma: Radiogenomic Holistic Approach in Neuro-Oncology
L Gatto, E Franceschi, A Tosoni, V Di Nunno, C Tonon… - Biomedicines, 2022 - mdpi.com
… radiomics models were built from tumor core, whole tumor, … Diffusion kurtosis imaging (DKI),
an extension of the DTI, can … MRI studies have been assessed for IDH genotype prediction in …
an extension of the DTI, can … MRI studies have been assessed for IDH genotype prediction in …
Diffusion kurtosis imaging in evaluating gliomas: different region of interest selection methods on time efficiency, measurement repeatability, and diagnostic ability
J Chu, Y Song, Y Tian, H Qiu, X Huang, Y Wang… - European …, 2021 - Springer
… different glioma grades and identifying glioma genotypes [11]. … The data derived from the
whole tumor had good … Irrespective of the glioma grades, all the DTI and DKI metrics could …
whole tumor had good … Irrespective of the glioma grades, all the DTI and DKI metrics could …
Radiomics-based MRI for predicting erythropoietin-producing hepatocellular receptor A2 expression and tumor grade in brain diffuse gliomas
X Liu, J Li, X Liao, Z Luo, Q Xu, H Pan, Q Zhou, Y Tao… - Neuroradiology, 2022 - Springer
… this study is to evaluate the role and value of whole-tumor radiomics analysis based on DKI
… between EphA2 and some radiomics features which can reflect glioma grade. There were 2 …
… between EphA2 and some radiomics features which can reflect glioma grade. There were 2 …
[PDF][PDF] Advancements in Neuroimaging to Unravel Biological and Molecular Features of Brain Tumors. Cancers 2021, 13, 424
… and promising aMRI approaches (DTI/DKI, biophysical models, … willing to assess quantitative
features from whole-tumor VOIs. … analysis for genotype prediction in lower grade glioma: …
features from whole-tumor VOIs. … analysis for genotype prediction in lower grade glioma: …
Whole-tumor texture model based on diffusion kurtosis imaging for assessing cervical cancer: a preliminary study
Q Zhang, X Yu, H Ouyang, J Zhang, S Chen, L Xie… - European …, 2021 - Springer
… Until now, several studies have reported texture analysis or radiomics analysis applied on
DKI functional maps to assess pathological features in astrocytoma [22], breast lesions [23, 24]…
DKI functional maps to assess pathological features in astrocytoma [22], breast lesions [23, 24]…
[HTML][HTML] Systematic review on the association of radiomics with tumor biological endpoints
A La Greca Saint-Esteven, D Vuong, F Tschanz… - Cancers, 2021 - mdpi.com
… of MR radiomics to predict IDH genotype in glioma (AUC = … (DKI) features to predict IDH
mutation status in glioma patients (… One study extracted radiomic features from pre-operative MR …
mutation status in glioma patients (… One study extracted radiomic features from pre-operative MR …
Diffusion and perfusion-weighted imaging in the structural and functional characterization of diffuse gliomas for differential diagnosis and treatment planning
A Latysheva - 2020 - duo.uio.no
… ) parameters derived from whole-tumor normalized histograms to … studies also demonstrate
the usefulness of DTI to analyze … of research based on the genotypic classification of glioma, …
the usefulness of DTI to analyze … of research based on the genotypic classification of glioma, …
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
… WHO) grade II/III gliomas were analyzed by three neuroradiologists blinded to tissue results.
… analysis of variance) testing of associations between ADC metrics and glioma genotypes, …
… analysis of variance) testing of associations between ADC metrics and glioma genotypes, …
[HTML][HTML] A Survey of Radiomics in Precision Diagnosis and Treatment of Adult Gliomas
P Du, H Chen, K Lv, D Geng - Journal of Clinical Medicine, 2022 - mdpi.com
… the grade, genotyping, treatment response, and prognosis of glioma, which provides a …
gliomas and extracted whole tumor histograms and texture features from ADC and DTI images. It …
gliomas and extracted whole tumor histograms and texture features from ADC and DTI images. It …