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

Integrating diffusion kurtosis imaging, dynamic susceptibility-weighted contrast-enhanced MRI, and short echo time chemical shift imaging for grading gliomas

(2014) Sofie Van Cauter et al.   NEURO-ONCOLOGY

Weighted linear least squares estimation of diffusion MRI parameters: Strengths, limitations, and pitfalls

(2013) Jelle Veraart et al.   NEUROIMAGE

Apparent Diffusion Coefficient and Beyond: What Diffusion MR Imaging Can Tell Us about Tissue Structure

(2013) Denis Le Bihan   RADIOLOGY

Unsupervised Nosologic Imaging for Glioma Diagnosis

(2012) Yuqian Li et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Nonnegative Matrix Factorization: A Comprehensive Review

(2012) Yu-Xiong Wang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Reproducibility of rapid short echo time CSI at 3 tesla for clinical applications

(2012) Sofie Van Cauter et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

NIH Image to ImageJ: 25 years of image analysis

(2012) Caroline A Schneider et al.   NATURE METHODS

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

Gliomas: Diffusion Kurtosis MR Imaging in Grading

(2012) Sofie Van Cauter et al.   RADIOLOGY

Accelerated Multiplicative Updates and Hierarchical ALS Algorithms for Nonnegative Matrix Factorization

(2011) Nicolas Gillis et al.   NEURAL COMPUTATION

Optimal Experimental Design for Diffusion Kurtosis Imaging

(2010) D.H.J. Poot et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Biopsy Targeting Gliomas

(2010) Marc-André Weber et al.   INVESTIGATIVE RADIOLOGY

Heterogeneity in malignant gliomas: a magnetic resonance analysis of spatial distribution of metabolite changes and regional blood volume

(2010) Marlies Wagner et al.   JOURNAL OF NEURO-ONCOLOGY

More accurate estimation of diffusion tensor parameters using diffusion kurtosis imaging

(2010) Jelle Veraart et al.   MAGNETIC RESONANCE IN MEDICINE

Exploiting spatial information to estimate metabolite levels in two-dimensional MRSI of heterogeneous brain lesions

(2010) Anca R. Croitor Sava et al.   NMR IN BIOMEDICINE

Cerebral Gliomas: Diffusional Kurtosis Imaging Analysis of Microstructural Differences

(2010) Peter Raab et al.   RADIOLOGY

Mapping of brain metabolite distributions by volumetric proton MR spectroscopic imaging (MRSI)

(2009) A.A. Maudsley et al.   MAGNETIC RESONANCE IN MEDICINE

Multiparametric Tissue Characterization of Brain Neoplasms and Their Recurrence Using Pattern Classification of MR Images

(2008) Ragini Verma et al.   ACADEMIC RADIOLOGY

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

(2008) Jan Luts et al.   NMR IN BIOMEDICINE

Fast nosological imaging using canonical correlation analysis of brain data obtained by two-dimensional turbo spectroscopic imaging

(2007) Teresa Laudadio et al.   NMR IN BIOMEDICINE