Multiregional radiomics features from multiparametric MRI for prediction of MGMT methylation status in glioblastoma multiforme: A multicentre study

Subacute and Chronic Left Ventricular Myocardial Scar: Accuracy of Texture Analysis on Nonenhanced Cine MR Images

(2018) Bettina Baessler et al.   RADIOLOGY

Volume of high-risk intratumoral subregions at multi-parametric MR imaging predicts overall survival and complements molecular analysis of glioblastoma

(2017) Yi Cui et al.   EUROPEAN RADIOLOGY

Radiomics: the bridge between medical imaging and personalized medicine

(2017) Philippe Lambin et al.   Nature Reviews Clinical Oncology

A Fully-Automatic Multiparametric Radiomics Model: Towards Reproducible and Prognostic Imaging Signature for Prediction of Overall Survival in Glioblastoma Multiforme

(2017) Qihua Li et al.   Scientific Reports

Large-scale Radiomic Profiling of Recurrent Glioblastoma Identifies an Imaging Predictor for Stratifying Anti-Angiogenic Treatment Response

(2016) P. Kickingereder et al.   CLINICAL CANCER RESEARCH

Different diagnostic values of imaging parameters to predict pseudoprogression in glioblastoma subgroups stratified by MGMT promoter methylation

(2016) Ra Gyoung Yoon et al.   EUROPEAN RADIOLOGY

Radiomic features from the peritumoral brain parenchyma on treatment-naïve multi-parametric MR imaging predict long versus short-term survival in glioblastoma multiforme: Preliminary findings

(2016) Prateek Prasanna et al.   EUROPEAN RADIOLOGY

Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images

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

MRI texture features as biomarkers to predict MGMT methylation status in glioblastomas

(2016) Panagiotis Korfiatis et al.   MEDICAL PHYSICS

Imaging biomarker roadmap for cancer studies

(2016) James P. B. O'Connor et al.   Nature Reviews Clinical Oncology

CBTRUS Statistical Report: Primary Brain and Other Central Nervous System Tumors Diagnosed in the United States in 2009–2013

(2016) Quinn T. Ostrom et al.   NEURO-ONCOLOGY

Prognostic Imaging Biomarkers in Glioblastoma: Development and Independent Validation on the Basis of Multiregion and Quantitative Analysis of MR Images

(2016) Yi Cui et al.   RADIOLOGY

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Intratumoral heterogeneity identified at the epigenetic, genetic and transcriptional level in glioblastoma

(2016) Nicole R. Parker et al.   Scientific Reports

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

(2015) Bjoern H. Menze et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Unravelling tumour heterogeneity—implications for therapy

(2015) David A. Reardon et al.   Nature Reviews Clinical Oncology

Intratumoral heterogeneity in glioblastoma: don't forget the peritumoral brain zone

(2015) Jean-Michel Lemée et al.   NEURO-ONCOLOGY

Magnetic resonance image features identify glioblastoma phenotypic subtypes with distinct molecular pathway activities

(2015) Haruka Itakura et al.   Science Translational Medicine

Feature Selection with theBorutaPackage

(2015) Miron B. Kursa et al.   Journal of Statistical Software

Robustness of Random Forest-based gene selection methods

(2014) Miron Bartosz Kursa   BMC BIOINFORMATICS

Tumor Heterogeneity Confounds and Illuminates: A case for Darwinian tumor evolution

(2014) Kornelia Polyak   NATURE MEDICINE

GBM's multifaceted landscape: highlighting regional and microenvironmental heterogeneity

(2014) A. Vartanian et al.   NEURO-ONCOLOGY

ALKMolecular Phenotype in Non–Small Cell Lung Cancer: CT Radiogenomic Characterization

(2014) Shota Yamamoto et al.   RADIOLOGY

Single-cell RNA-seq highlights intratumoral heterogeneity in primary glioblastoma

(2014) A. P. Patel et al.   SCIENCE

Gene expression profile based classification models of psoriasis

(2013) Pi Guo et al.   GENOMICS

The causes and consequences of genetic heterogeneity in cancer evolution

(2013) Rebecca A. Burrell et al.   NATURE

Intratumor heterogeneity in human glioblastoma reflects cancer evolutionary dynamics

(2013) A. Sottoriva et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Quantitative Imaging in Cancer Evolution and Ecology

(2013) Robert A. Gatenby et al.   RADIOLOGY

Relationship between Tumor Enhancement, Edema,IDH1Mutational Status,MGMTPromoter Methylation, and Survival in Glioblastoma

(2012) J.A. Carrillo et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

MGMT promoter methylation in gliomas-assessment by pyrosequencing and quantitative methylation-specific PCR

(2012) Annette Håvik et al.   Journal of Translational Medicine

Predictive impact of MGMT promoter methylation in glioblastoma of the elderly

(2011) Guido Reifenberger et al.   INTERNATIONAL JOURNAL OF CANCER

Imaging parameters of high grade gliomas in relation to the MGMT promoter methylation status: the CT, diffusion tensor imaging, and perfusion MR imaging

(2011) Won-Jin Moon et al.   NEURORADIOLOGY

N4ITK: Improved N3 Bias Correction

(2010) Nicholas J Tustison et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Extent of MGMT promoter methylation correlates with outcome in glioblastomas given temozolomide and radiotherapy

(2009) J Dunn et al.   BRITISH JOURNAL OF CANCER

Effects of radiotherapy with concomitant and adjuvant temozolomide versus radiotherapy alone on survival in glioblastoma in a randomised phase III study: 5-year analysis of the EORTC-NCIC trial

(2009) Roger Stupp et al.   LANCET ONCOLOGY

MGMT promoter methylation in malignant gliomas: ready for personalized medicine?

(2009) Michael Weller et al.   Nature Reviews Neurology

An analysis of image texture, tumor location, and MGMT promoter methylation in glioblastoma using magnetic resonance imaging

(2009) Sylvia Drabycz et al.   NEUROIMAGE

Fast and robust multi-atlas segmentation of brain magnetic resonance images

(2009) Jyrki MP. Lötjönen et al.   NEUROIMAGE