Analysis of metabolic abnormalities in high‐grade glioma using MRSI and convex NMF

Methodological consensus on clinical proton MRS of the brain: Review and recommendations

(2019) Martin Wilson et al.   MAGNETIC RESONANCE IN MEDICINE

On the relation between MR spectroscopy features and the distance to MRI-visible solid tumor in GBM patients

(2018) Nuno Pedrosa de Barros et al.   MAGNETIC RESONANCE IN MEDICINE

Semi-automated brain tumor segmentation on multi-parametric MRI using regularized non-negative matrix factorization

(2017) Nicolas Sauwen et al.   BMC MEDICAL IMAGING

Whole-brain spectroscopic MRI biomarkers identify infiltrating margins in glioblastoma patients

(2016) James S. Cordova et al.   NEURO-ONCOLOGY

Hierarchical non-negative matrix factorization applied to three-dimensional 3 T MRSI data for automatic tissue characterization of the prostate

(2016) Teresa Laudadio et al.   NMR IN BIOMEDICINE

Automatic quality control in clinical1H MRSI of brain cancer

(2016) Nuno Pedrosa de Barros et al.   NMR IN BIOMEDICINE

Clinical Evaluation of a Fully-automatic Segmentation Method for Longitudinal Brain Tumor Volumetry

(2016) Raphael Meier et al.   Scientific Reports

Hierarchical non-negative matrix factorization to characterize brain tumor heterogeneity using multi-parametric MRI

(2015) Nicolas Sauwen et al.   NMR IN BIOMEDICINE

Fully automatic GBM segmentation in the TCGA-GBM dataset: Prognosis and correlation with VASARI features

(2015) Emmanuel Rios Velazquez et al.   Scientific Reports

1H 2D MRSI tissue type analysis of gliomas

(2014) Felix Raschke et al.   MAGNETIC RESONANCE IN MEDICINE

Multi-Modal Glioblastoma Segmentation: Man versus Machine

(2014) Nicole Porz et al.   PLoS One

Clinical Proton MR Spectroscopy in Central Nervous System Disorders

(2014) Gülin Öz et al.   RADIOLOGY

The relationship between Cho/NAA and glioma metabolism: implementation for margin delineation of cerebral gliomas

(2012) Jun Guo et al.   ACTA NEUROCHIRURGICA

Non-negative Matrix Factorisation methods for the spectral decomposition of MRS data from human brain tumours

(2012) Sandra Ortega-Martorell et al.   BMC BIOINFORMATICS

Phase II Trial of Radiosurgery to Magnetic Resonance Spectroscopy–Defined High-Risk Tumor Volumes in Patients With Glioblastoma Multiforme

(2012) Douglas B. Einstein et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Hierarchical non-negative matrix factorization (hNMF): a tissue pattern differentiation method for glioblastoma multiforme diagnosis using MRSI

(2012) Yuqian Li et al.   NMR IN BIOMEDICINE

Convex Non-Negative Matrix Factorization for Brain Tumor Delimitation from MRSI Data

(2012) Sandra Ortega-Martorell et al.   PLoS One

In the assessment of supratentorial glioma grade: The combined role of multivoxel proton MR spectroscopy and diffusion tensor imaging

(2011) Q.-G. Zou et al.   CLINICAL RADIOLOGY

Updated Response Assessment Criteria for High-Grade Gliomas: Response Assessment in Neuro-Oncology Working Group

(2010) Patrick Y. Wen et al.   JOURNAL OF CLINICAL ONCOLOGY

Noninvasive evaluation of cerebral glioma grade by using multivoxel 3D proton MR spectroscopy

(2010) QingShi Zeng et al.   MAGNETIC RESONANCE IMAGING

Imaging of Brain Tumors: MR Spectroscopy and Metabolic Imaging

(2010) Alena Horská et al.   NEUROIMAGING CLINICS OF NORTH AMERICA

Distinction between glioma progression and post-radiation change by combined physiologic MR imaging

(2009) Eiji Matsusue et al.   NEURORADIOLOGY

Q's next: the diverse functions of glutamine in metabolism, cell biology and cancer

(2009) R J DeBerardinis et al.   ONCOGENE

Convex and Semi-Nonnegative Matrix Factorizations

(2008) C.H.Q. Ding et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Spectrum separation resolves partial-volume effect of MRSI as demonstrated on brain tumor scans

(2008) Yuzhuo Su et al.   NMR IN BIOMEDICINE

Nosologic imaging of the brain: segmentation and classification using MRI and MRSI

(2008) Jan Luts et al.   NMR IN BIOMEDICINE