White matter lesion extension to automatic brain tissue segmentation on MRI

Unified segmentation

2005 • 6,816 citations

Segmentation of brain MR images through a hidden Markov random field model and the expectation-maximization algorithm

2001 • 6,645 citations

Tract-based spatial statistics: Voxelwise analysis of multi-subject diffusion data

2006 • 6,194 citations

Nonrigid registration using free-form deformations: application to breast MR images

1999 • 5,082 citations

A nonparametric method for automatic correction of intensity nonuniformity in MRI data

1998 • 4,609 citations

Medical Image Computing and Computer-Assisted Intervention — MICCAI’98

1998 • 1,593 citations

The Rotterdam Study: objectives and design update

2007 • 1,420 citations

Prevalence of cerebral white matter lesions in elderly people: a population based magnetic resonance imaging study. The Rotterdam Scan Study

2001 • 1,212 citations

Automated model-based tissue classification of MR images of the brain

1999 • 1,020 citations

Silent Brain Infarcts and White Matter Lesions Increase Stroke Risk in the General Population

2003 • 861 citations

Measures of brain morphology and infarction in the framingham heart study: establishing what is normal

2004 • 654 citations

Automated segmentation of multiple sclerosis lesions by model outlier detection

2001 • 500 citations

Cerebral White Matter Lesions and the Risk of Dementia

2004 • 471 citations

Periventricular cerebral white matter lesions predict rate of cognitive decline

2002 • 419 citations

Evaluation of Optimization Methods for Nonrigid Medical Image Registration Using Mutual Information and B-Splines

2007 • 412 citations

A fully automatic and robust brain MRI tissue classification method

2003 • 331 citations

Multi-spectral brain tissue segmentation using automatically trained k-Nearest-Neighbor classification

2007 • 283 citations

Improving Tissue Classification in MRI: A Three-Dimensional Multispectral Discriminant Analysis Method with Automated Training Class Selection

1999 • 247 citations

Fully automatic segmentation of white matter hyperintensities in MR images of the elderly

2005 • 228 citations

Probabilistic segmentation of brain tissue in MR imaging

2005 • 212 citations

Brain tissue volumes in the general elderly population

2007 • 190 citations

Automatic quantification of MS lesions in 3D MRI brain data sets: Validation of INSECT

1998 • 172 citations

FLAIR histogram segmentation for measurement of leukoaraiosis volume

2001 • 161 citations

Fully automatic segmentation of multiple sclerosis lesions in brain MR FLAIR images using adaptive mixtures method and markov random field model

2008 • 159 citations

A Robust Method for Extraction and Automatic Segmentation of Brain Images

2002 • 157 citations

Brain tissue classification of magnetic resonance images using partial volume modeling

2000 • 148 citations

Automatic segmentation of different-sized white matter lesions by voxel probability estimation

2004 • 120 citations

Adaptive Markov modeling for mutual-information-based, unsupervised MRI brain-tissue classification

2006 • 107 citations

An automated procedure for the assessment of white matter hyperintensities by multispectral (T1, T2, PD) MRI and an evaluation of its between-centre reproducibility based on two large community databases

2007 • 89 citations

Automated segmentation and measurement of global white matter lesion volume in patients with multiple sclerosis

2000 • 89 citations

Automated segmentation and measurement of global white matter lesion volume in patients with multiple sclerosis

2000 • 84 citations

Automatic segmentation of the brain and intracranial cerebrospinal fluid in T₁‐weighted volume MRI scans of the head, and its application to serial cerebral and intracranial volumetry

2003 • 77 citations

Tissue segmentation on MR images of the brain by possibilistic clustering on a 3D wavelet representation

2000 • 62 citations

Integrated Graph Cuts for Brain MRI Segmentation

2006 • 58 citations

Texture-based segmentation of diffuse lesions of the brain’s white matter

2007 • 47 citations

Segmentation of magnetic resonance brain images through discriminant analysis

2003 • 47 citations

Tissue Classification of Noisy MR Brain Images Using Constrained GMM

2005 • 12 citations