Cargando…

Differentiating IDH status in human gliomas using machine learning and multiparametric MR/PET

BACKGROUND: The purpose of this study was to develop a voxel-wise clustering method of multiparametric magnetic resonance imaging (MRI) and 3,4-dihydroxy-6-[(18)F]-fluoro-L-phenylalanine (FDOPA) positron emission tomography (PET) images using an unsupervised, two-level clustering approach followed b...

Descripción completa

Detalles Bibliográficos
Autores principales:	Tatekawa, Hiroyuki, Hagiwara, Akifumi, Uetani, Hiroyuki, Bahri, Shadfar, Raymond, Catalina, Lai, Albert, Cloughesy, Timothy F., Nghiemphu, Phioanh L., Liau, Linda M., Pope, Whitney B., Salamon, Noriko, Ellingson, Benjamin M.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7944911/ https://www.ncbi.nlm.nih.gov/pubmed/33691798 http://dx.doi.org/10.1186/s40644-021-00396-5

Ejemplares similares

Visualization of tumor heterogeneity and prediction of isocitrate dehydrogenase mutation status for human gliomas using multiparametric physiologic and metabolic MRI
por: Hagiwara, Akifumi, et al.
Publicado: (2022)

BIMG-11. PHARMACODYNAMIC EVALUATION OF IDH AND EGFR INHIBITION IN HUMAN GLIOMAS USING MOLECULAR MRI
por: Ellingson, Benjamin, et al.
Publicado: (2021)

Human IDH mutant 1p/19q co-deleted gliomas have low tumor acidity as evidenced by molecular MRI and PET: a retrospective study
por: Yao, Jingwen, et al.
Publicado: (2020)

Early volumetric, perfusion, and diffusion MRI changes after mutant isocitrate dehydrogenase (IDH) inhibitor treatment in IDH1-mutant gliomas
por: Cho, Nicholas S, et al.
Publicado: (2022)

Diagnostic and Prognostic Value of pH- and Oxygen-Sensitive Magnetic Resonance Imaging in Glioma: A Retrospective Study
por: Yao, Jingwen, et al.
Publicado: (2022)

Relapse patterns and radiation dose exposure in IDH wild-type glioblastoma at first radiographic recurrence following chemoradiation
por: Shidoh, Satoka, et al.
Publicado: (2022)

Improving B(0) Correction for pH-Weighted Amine Proton Chemical Exchange Saturation Transfer (CEST) Imaging by Use of k-Means Clustering and Lorentzian Estimation
por: Yao, Jingwen, et al.
Publicado: (2018)

Characterization of cognitive function in survivors of diffuse gliomas using resting-state functional MRI (rs-fMRI)
por: Wang, Chencai, et al.
Publicado: (2021)

Characterization of Cognitive Function in Survivors of Diffuse Gliomas Using Morphometric Correlation Networks
por: Wang, Chencai, et al.
Publicado: (2022)

Paradoxical Association Between Relative Cerebral Blood Volume Dynamics Following Chemoradiation and Increased Progression-Free Survival in Newly Diagnosed IDH Wild-Type MGMT Promoter Methylated Glioblastoma With Measurable Disease
por: Goldman, Jodi, et al.
Publicado: (2022)

Retrospective examination of pseudoprogression in IDH mutant gliomas
por: Wetzel, Ethan A, et al.
Publicado: (2023)

A single-institution retrospective analysis of pathologically determined malignant transformation in IDH mutant glioma patients
por: Liu, Vicki, et al.
Publicado: (2023)

“Aerobic glycolytic imaging” of human gliomas using combined pH-, oxygen-, and perfusion-weighted magnetic resonance imaging
por: Hagiwara, Akifumi, et al.
Publicado: (2021)

Validation of vessel size imaging (VSI) in high-grade human gliomas using magnetic resonance imaging, image-guided biopsies, and quantitative immunohistochemistry
por: Chakhoyan, Ararat, et al.
Publicado: (2019)

Decorin expression is associated with predictive diffusion MR phenotypes of anti-VEGF efficacy in glioblastoma
por: Patel, Kunal S., et al.
Publicado: (2020)

Change in volumetric tumor growth rate after cytotoxic therapy is predictive of overall survival in recurrent glioblastoma
por: Oshima, Sonoko, et al.
Publicado: (2023)

Association between lesion location and language function in adult glioma using voxel-based lesion-symptom mapping
por: Banerjee, Pia, et al.
Publicado: (2015)

Daily functioning in glioma survivors: associations with cognitive function, psychological factors and quality of life
por: Van Dyk, Kathleen, et al.
Publicado: (2022)

Multi-nuclear sodium, diffusion, and perfusion MRI in human gliomas
por: Cho, Nicholas S., et al.
Publicado: (2023)

The Future Glioblastoma Clinical Trials Landscape: Early Phase 0, Window of Opportunity, and Adaptive Phase I–III Studies
por: Cho, Nicholas S., et al.
Publicado: (2023)

A dose escalation trial for the combination of erlotinib and sirolimus for recurrent malignant gliomas
por: Nghiemphu, Phioanh Leia, et al.
Publicado: (2012)

Patterns of long-term survivorship following bevacizumab treatment for recurrent glioma: a case series
por: Liu, Liang Yen, et al.
Publicado: (2019)

Diffusion MRI Characteristics After Concurrent Radiochemotherapy Predicts Progression-Free and Overall Survival in Newly Diagnosed Glioblastoma
por: Chang, Warren, et al.
Publicado: (2015)

Hypervascular tumor volume estimated by comparison to a large-scale cerebral blood volume radiographic atlas predicts survival in recurrent glioblastoma treated with bevacizumab
por: Leu, Kevin, et al.
Publicado: (2014)

Multiparametric MRI texture analysis in prediction of glioma biomarker status: added value of MR diffusion
por: Kihira, Shingo, et al.
Publicado: (2021)

Prognostic value of O(6)-methylguanine-DNA methyltransferase methylation in isocitrate dehydrogenase mutant gliomas
por: Lam, Keng, et al.
Publicado: (2022)

Prediction of IDH1 gene mutation by a nomogram based on multiparametric and multiregional MR images
por: Zheng, Jinjing, et al.
Publicado: (2023)

Update and developments in the treatment of glioblastoma multiforme – focus on bevacizumab
por: Wagle, Naveed, et al.
Publicado: (2010)

A Noninvasive Comparison Study between Human Gliomas with IDH1 and IDH2 Mutations by MR Spectroscopy
por: Shen, Xin, et al.
Publicado: (2019)

FoundationOne CDx testing accurately determines whole arm 1p19q codeletion status in gliomas
por: Sharaf, Radwa, et al.
Publicado: (2021)

Insulator dysfunction and oncogene activation in IDH mutant gliomas
por: Flavahan, William A., et al.
Publicado: (2015)

Erratum to: FoundationOne CDx testing accurately determines whole arm 1p19q codeletion status in gliomas
por: Sharaf, Radwa, et al.
Publicado: (2021)

Multiparametric MR radiomics in brain glioma: models comparation to predict biomarker status
por: He, Jinlong, et al.
Publicado: (2022)

Stem cell associated gene expression in glioblastoma multiforme: relationship to survival and the subventricular zone
por: Kappadakunnel, Melanie, et al.
Publicado: (2009)

Prediction of Glioma Grade and IDH Status Using (18)F-FET PET/CT Dynamic and Multiparametric Texture Analysis
por: Hajri, Rami, et al.
Publicado: (2023)

Advances in MRI Assessment of Gliomas and Response to Anti-VEGF Therapy
por: Pope, Whitney B., et al.
Publicado: (2011)

Differentiation of Glioma Mimicking Encephalitis and Encephalitis Using Multiparametric MR-Based Deep Learning
por: Wu, Wenli, et al.
Publicado: (2021)

The Value of Enhanced MR Radiomics in Estimating the IDH1 Genotype in High-Grade Gliomas
por: Niu, Lei, et al.
Publicado: (2020)

MR-detectable metabolic biomarkers of response to mutant IDH inhibition in low-grade glioma
por: Molloy, Abigail R, et al.
Publicado: (2020)

The MRI Features and Prognosis of Gliomas Associated With IDH1 Mutation: A Single Center Study in Southwest China
por: Shen, Guiquan, et al.
Publicado: (2020)

Cannot write session to /tmp/vufind_sessions/sess_6a6h0drrlkcobcv25hls3ifhtg