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

Radiomic Profiling of Glioblastoma: Identifying an Imaging Predictor of Patient Survival with Improved Performance over Established Clinical and Radiologic Risk Models

(2016) Philipp Kickingereder et al.   RADIOLOGY

Radiomics: Images Are More than Pictures, They Are Data

(2016) Robert J. Gillies et al.   RADIOLOGY

Characterizing the peritumoral brain zone in glioblastoma: a multidisciplinary analysis

(2015) Jean-Michel Lemée et al.   JOURNAL OF NEURO-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

From the core to beyond the margin: a genomic picture of glioblastoma intratumor heterogeneity

(2015) Marc Aubry et al.   Oncotarget

Imaging Intratumor Heterogeneity: Role in Therapy Response, Resistance, and Clinical Outcome

(2014) J. P. B. O'Connor et al.   CLINICAL CANCER RESEARCH

Extent of Resection of Glioblastoma Revisited: Personalized Survival Modeling Facilitates More Accurate Survival Prediction and Supports a Maximum-Safe-Resection Approach to Surgery

(2014) Nicholas F. Marko et al.   JOURNAL OF CLINICAL ONCOLOGY

Identifying the survival subtypes of glioblastoma by quantitative volumetric analysis of MRI

(2014) Zhe Zhang et al.   JOURNAL OF NEURO-ONCOLOGY

Glioma: Application of Whole-Tumor Texture Analysis of Diffusion-Weighted Imaging for the Evaluation of Tumor Heterogeneity

(2014) Young Jin Ryu et al.   PLoS One

Radiologically Defined Ecological Dynamics and Clinical Outcomes in Glioblastoma Multiforme: Preliminary Results

(2014) Mu Zhou et al.   Translational Oncology

mRMRe: an R package for parallelized mRMR ensemble feature selection

(2013) Nicolas De Jay et al.   BIOINFORMATICS

The Cancer Imaging Archive (TCIA): Maintaining and Operating a Public Information Repository

(2013) Kenneth Clark et al.   JOURNAL OF DIGITAL IMAGING

Imaging descriptors improve the predictive power of survival models for glioblastoma patients

(2013) M. A. Mazurowski et al.   NEURO-ONCOLOGY

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

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

Glioma-related edema: new insight into molecular mechanisms and their clinical implications

(2012) Zhi-Xiong Lin   Chinese Journal of Cancer

Multimodal wavelet embedding representation for data combination (MaWERiC): integrating magnetic resonance imaging and spectroscopy for prostate cancer detection

(2011) P. Tiwari et al.   NMR IN BIOMEDICINE

Tumor heterogeneity is an active process maintained by a mutant EGFR-induced cytokine circuit in glioblastoma

(2010) M.-d.-M. Inda et al.   GENES & DEVELOPMENT

Cellular characterization of the peritumoral edema zone in malignant brain tumors

(2009) Tobias Engelhorn et al.   CANCER SCIENCE

Peritumoral edema on MRI at initial diagnosis: an independent prognostic factor for glioblastoma?

(2009) K. Schoenegger et al.   EUROPEAN JOURNAL OF NEUROLOGY

Element distribution is altered in a zone surrounding human glioblastoma multiforme

(2007) Markus Dehnhardt et al.   JOURNAL OF TRACE ELEMENTS IN MEDICINE AND BIOLOGY