Noninvasive IDH1 mutation estimation based on a quantitative radiomics approach for grade II glioma

Grading diffuse gliomas without intense contrast enhancement by amide proton transfer MR imaging: comparisons with diffusion- and perfusion-weighted imaging

(2016) Osamu Togao et al.   EUROPEAN RADIOLOGY

MAPS: A Quantitative Radiomics Approach for Prostate Cancer Detection

(2016) Andrew Cameron et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

(2016) Sergio Pereira et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Exploratory Study to Identify Radiomics Classifiers for Lung Cancer Histology

(2016) Weimiao Wu et al.   Frontiers in Oncology

The Evolving Molecular Genetics of Low-grade Glioma

(2015) Sriram Venneti et al.   ADVANCES IN ANATOMIC PATHOLOGY

MR Imaging–Based Analysis of Glioblastoma Multiforme: Estimation ofIDH1Mutation Status

(2015) K. Yamashita et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

The diagnostic performance of magnetic resonance spectroscopy in differentiating high-from low-grade gliomas: A systematic review and meta-analysis

(2015) Qun Wang et al.   EUROPEAN RADIOLOGY

Integration of 2-hydroxyglutarate-proton magnetic resonance spectroscopy into clinical practice for disease monitoring in isocitrate dehydrogenase-mutant glioma

(2015) Macarena I. de la Fuente et al.   NEURO-ONCOLOGY

Comprehensive, Integrative Genomic Analysis of Diffuse Lower-Grade Gliomas

(2015)   NEW ENGLAND JOURNAL OF MEDICINE

Diagnostic Value of Plasma and Urinary 2-Hydroxyglutarate to Identify Patients With Isocitrate Dehydrogenase-Mutated Glioma

(2015) G. Lombardi et al.   ONCOLOGIST

Automated hippocampal segmentation in 3D MRI using random undersampling with boosting algorithm

(2015) Rosalia Maglietta et al.   PATTERN ANALYSIS AND APPLICATIONS

A radiomics model from joint FDG-PET and MRI texture features for the prediction of lung metastases in soft-tissue sarcomas of the extremities

(2015) M Vallières et al.   PHYSICS IN MEDICINE AND BIOLOGY

Radiomic Machine-Learning Classifiers for Prognostic Biomarkers of Head and Neck Cancer

(2015) Chintan Parmar et al.   Frontiers in Oncology

Identifying Triple-Negative Breast Cancer Using Background Parenchymal Enhancement Heterogeneity on Dynamic Contrast-Enhanced MRI: A Pilot Radiomics Study

(2015) Jeff Wang et al.   PLoS One

Mapping p53 Mutations in Low-Grade Glioma: A Voxel-Based Neuroimaging Analysis

(2014) Y. Y. Wang et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Anatomical localization of isocitrate dehydrogenase 1 mutation: a voxel-based radiographic study of 146 low-grade gliomas

(2014) Y. Wang et al.   EUROPEAN JOURNAL OF NEUROLOGY

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

(2014) Seunghyun Lee et al.   JOURNAL OF NEURO-ONCOLOGY

TERT promoter mutations contribute to subset prognostication of lower-grade gliomas

(2014) Aden Ka-Yin Chan et al.   MODERN PATHOLOGY

Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach

(2014) Hugo J. W. L. Aerts et al.   Nature Communications

Detection of oncogenic IDH1 mutations using magnetic resonance spectroscopy of 2-hydroxyglutarate

(2013) Ovidiu C. Andronesi et al.   JOURNAL OF CLINICAL INVESTIGATION

Molecular neuro-oncology in clinical practice: a new horizon

(2013) Michael Weller et al.   LANCET ONCOLOGY

IDH1 mutant malignant astrocytomas are more amenable to surgical resection and have a survival benefit associated with maximal surgical resection

(2013) Jason Beiko et al.   NEURO-ONCOLOGY

Non-invasive detection of 2-hydroxyglutarate and other metabolites in IDH1 mutant glioma patients using magnetic resonance spectroscopy

(2011) Whitney B. Pope et al.   JOURNAL OF NEURO-ONCOLOGY

Anatomic localization of O6-methylguanine DNA methyltransferase (MGMT) promoter methylated and unmethylated tumors: A radiographic study in 358 de novo human glioblastomas

(2011) Benjamin M. Ellingson et al.   NEUROIMAGE

Machine learning classification with confidence: Application of transductive conformal predictors to MRI-based diagnostic and prognostic markers in depression

(2010) Ilia Nouretdinov et al.   NEUROIMAGE

Malignant Gliomas in Adults

(2008) Patrick Y. Wen et al.   NEW ENGLAND JOURNAL OF MEDICINE