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

Structured Data Fusion

(2015) Laurent Sorber et al.   IEEE Journal of Selected Topics in Signal Processing

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)

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

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

(2015) Nicolas Sauwen et al.   NMR IN BIOMEDICINE

Automated Glioblastoma Segmentation Based on a Multiparametric Structured Unsupervised Classification

(2015) Javier Juan-Albarracín et al.   PLoS One

Multi-parametric (ADC/PWI/T2-w) image fusion approach for accurate semi-automatic segmentation of tumorous regions in glioblastoma multiforme

(2014) Anahita Fathi Kazerooni et al.   MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE

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

CBTRUS Statistical Report: Primary Brain and Central Nervous System Tumors Diagnosed in the United States in 2007-2011

(2014) Q. T. Ostrom et al.   NEURO-ONCOLOGY

Successive Nonnegative Projection Algorithm for Robust Nonnegative Blind Source Separation

(2014) Nicolas Gillis   SIAM Journal on Imaging Sciences

Radiotherapy of high-grade gliomas: current standards and new concepts, innovations in imaging and radiotherapy, and new therapeutic approaches

(2014) Frederic Dhermain   Chinese Journal of Cancer

State of the art survey on MRI brain tumor segmentation

(2013) Nelly Gordillo et al.   MAGNETIC RESONANCE IMAGING

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

(2013) Jelle Veraart et al.   NEUROIMAGE

A survey of MRI-based medical image analysis for brain tumor studies

(2013) Stefan Bauer et al.   PHYSICS IN MEDICINE AND BIOLOGY

Nonnegative Matrix Factorization: A Comprehensive Review

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

Reevaluating the imaging definition of tumor progression: perfusion MRI quantifies recurrent glioblastoma tumor fraction, pseudoprogression, and radiation necrosis to predict survival

(2012) L. S. Hu et al.   NEURO-ONCOLOGY

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

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

Quick detection of brain tumors and edemas: A bounding box method using symmetry

(2011) Baidya Nath Saha et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Tumor-Cut: Segmentation of Brain Tumors on Contrast Enhanced MR Images for Radiosurgery Applications

(2011) A. Hamamci et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Quantitative volumetric analysis of conventional MRI response in recurrent glioblastoma treated with bevacizumab

(2011) B. M. Ellingson et al.   NEURO-ONCOLOGY

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

Automated brain tumor segmentation using spatial accuracy-weighted hidden Markov Random Field

(2009) Jingxin Nie et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Computer-aided detection of brain tumor invasion using multiparametric MRI

(2009) Todd R. Jensen et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

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

(2008) Ragini Verma et al.   ACADEMIC RADIOLOGY