Spatial decision forests for MS lesion segmentation in multi-channel magnetic resonance images.

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans Med Imaging (2014) 1.91

Random forest-based similarity measures for multi-modal classification of Alzheimer's disease. Neuroimage (2012) 1.71

Neuroimaging of structural pathology and connectomics in traumatic brain injury: Toward personalized outcome prediction. Neuroimage Clin (2012) 1.52

MAGNETIC RESONANCE IMAGE SYNTHESIS THROUGH PATCH REGRESSION. Proc IEEE Int Symp Biomed Imaging (2013) 1.19

A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images. Med Image Anal (2013) 1.13

Vision 20/20: perspectives on automated image segmentation for radiotherapy. Med Phys (2014) 0.97

Optical coherence tomography reflects brain atrophy in multiple sclerosis: A four-year study. Ann Neurol (2015) 0.88

Longitudinal multiple sclerosis lesion segmentation: resource & challenge. Neuroimage (2017) 0.88

Accurate white matter lesion segmentation by k nearest neighbor classification with tissue type priors (kNN-TTPs). Neuroimage Clin (2013) 0.87

Rotation-invariant multi-contrast non-local means for MS lesion segmentation. Neuroimage Clin (2015) 0.86

Subject-Specific Sparse Dictionary Learning for Atlas-Based Brain MRI Segmentation. IEEE J Biomed Health Inform (2015) 0.85

Extracting and summarizing white matter hyperintensities using supervised segmentation methods in Alzheimer's disease risk and aging studies. Hum Brain Mapp (2014) 0.85

A comprehensive approach to the segmentation of multichannel three-dimensional MR brain images in multiple sclerosis. Neuroimage Clin (2013) 0.84

Robust skull stripping using multiple MR image contrasts insensitive to pathology. Neuroimage (2016) 0.82

A toolbox for multiple sclerosis lesion segmentation. Neuroradiology (2015) 0.81

A Model of Population and Subject (MOPS) Intensities With Application to Multiple Sclerosis Lesion Segmentation. IEEE Trans Med Imaging (2015) 0.81

Automated segmentation of chronic stroke lesions using LINDA: Lesion identification with neighborhood data analysis. Hum Brain Mapp (2016) 0.79

A Generative Probabilistic Model and Discriminative Extensions for Brain Lesion Segmentation- With Application to Tumor and Stroke. IEEE Trans Med Imaging (2015) 0.78

Segmentation of cerebrovascular pathologies in stroke patients with spatial and shape priors. Med Image Comput Comput Assist Interv (2014) 0.77

Random forest regression for magnetic resonance image synthesis. Med Image Anal (2016) 0.77

Longitudinal Patch-Based Segmentation of Multiple Sclerosis White Matter Lesions. Mach Learn Med Imaging (2015) 0.77

A comparison of supervised machine learning algorithms and feature vectors for MS lesion segmentation using multimodal structural MRI. PLoS One (2014) 0.77

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities. Sci Rep (2017) 0.77

Patch-Based Segmentation with Spatial Consistency: Application to MS Lesions in Brain MRI. Int J Biomed Imaging (2016) 0.76

Multi-Output Decision Trees for Lesion Segmentation in Multiple Sclerosis. Proc SPIE Int Soc Opt Eng (2015) 0.76

Automated lesion detection on MRI scans using combined unsupervised and supervised methods. BMC Med Imaging (2015) 0.75

Automated segmentation and quantification of white matter hyperintensities in acute ischemic stroke patients with cerebral infarction. PLoS One (2014) 0.75

Modeling 4D Pathological Changes by Leveraging Normative Models. Comput Vis Image Underst (2016) 0.75

A Multi-Atlas Labeling Approach for Identifying Subject-Specific Functional Regions of Interest. PLoS One (2016) 0.75

Automated brain tumour detection and segmentation using superpixel-based extremely randomized trees in FLAIR MRI. Int J Comput Assist Radiol Surg (2016) 0.75

Automated quantification of cerebral edema following hemispheric infarction: Application of a machine-learning algorithm to evaluate CSF shifts on serial head CTs. Neuroimage Clin (2016) 0.75

SEGMA: An Automatic SEGMentation Approach for Human Brain MRI Using Sliding Window and Random Forests. Front Neuroinform (2017) 0.75

Improved Automatic Segmentation of White Matter Hyperintensities in MRI Based on Multilevel Lesion Features. Neuroinformatics (2017) 0.75

A Robust Energy Minimization Algorithm for MS-Lesion Segmentation. Adv Vis Comput (2015) (2015) 0.75

Neural Network-Based Learning Kernel for Automatic Segmentation of Multiple Sclerosis Lesions on Magnetic Resonance Images. J Biomed Phys Eng (2017) 0.75

Automatic segmentation and volumetric quantification of white matter hyperintensities on fluid-attenuated inversion recovery images using the extreme value distribution. Neuroradiology (2014) 0.75

Diffeomorphic demons: efficient non-parametric image registration. Neuroimage (2008) 7.18

Log-Euclidean metrics for fast and simple calculus on diffusion tensors. Magn Reson Med (2006) 4.65

Symmetric log-domain diffeomorphic Registration: a demons-based approach. Med Image Comput Comput Assist Interv (2008) 3.25

Spherical demons: fast diffeomorphic landmark-free surface registration. IEEE Trans Med Imaging (2009) 2.74

Spatiotemporal atlas estimation for developmental delay detection in longitudinal datasets. Med Image Comput Comput Assist Interv (2009) 2.58

Realistic simulation of the 3-D growth of brain tumors in MR images coupling diffusion with biomechanical deformation. IEEE Trans Med Imaging (2005) 2.43

A log-Euclidean framework for statistics on diffeomorphisms. Med Image Comput Comput Assist Interv (2006) 2.37

Clinical DT-MRI estimation, smoothing, and fiber tracking with log-Euclidean metrics. IEEE Trans Med Imaging (2007) 2.30

Evaluation of registration methods on thoracic CT: the EMPIRE10 challenge. IEEE Trans Med Imaging (2011) 2.24

Robust nonrigid registration to capture brain shift from intraoperative MRI. IEEE Trans Med Imaging (2005) 2.21

Fast and simple calculus on tensors in the log-Euclidean framework. Med Image Comput Comput Assist Interv (2005) 2.16

Non-parametric diffeomorphic image registration with the demons algorithm. Med Image Comput Comput Assist Interv (2007) 2.08

A three-dimensional, histological and deformable atlas of the human basal ganglia. I. Atlas construction based on immunohistochemical and MRI data. Neuroimage (2006) 1.93

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS). IEEE Trans Med Imaging (2014) 1.91

Statistical models of sets of curves and surfaces based on currents. Med Image Anal (2009) 1.86

Three-dimensional reconstruction of stained histological slices and 3D non-linear registration with in-vivo MRI for whole baboon brain. J Neurosci Methods (2007) 1.78

A three-dimensional histological atlas of the human basal ganglia. II. Atlas deformation strategy and evaluation in deep brain stimulation for Parkinson disease. J Neurosurg (2009) 1.74

Integration of merged delayed-enhanced magnetic resonance imaging and multidetector computed tomography for the guidance of ventricular tachycardia ablation: a pilot study. J Cardiovasc Electrophysiol (2012) 1.72

Decision forests for tissue-specific segmentation of high-grade gliomas in multi-channel MR. Med Image Comput Comput Assist Interv (2012) 1.62

DT-REFinD: diffusion tensor registration with exact finite-strain differential. IEEE Trans Med Imaging (2009) 1.59

A computational framework for the statistical analysis of cardiac diffusion tensors: application to a small database of canine hearts. IEEE Trans Med Imaging (2007) 1.53

Computational modelling of the right ventricle in repaired tetralogy of Fallot: can it provide insight into patient treatment? Eur Heart J Cardiovasc Imaging (2012) 1.49

Registration of 4D time-series of cardiac images with multichannel Diffeomorphic Demons. Med Image Comput Comput Assist Interv (2008) 1.46

Robust mosaicing with correction of motion distortions and tissue deformations for in vivo fibered microscopy. Med Image Anal (2006) 1.44

Reconstruction of coronary arteries from a single rotational X-ray projection sequence. IEEE Trans Med Imaging (2006) 1.42

Non-rigid alignment of pre-operative MRI, fMRI, and DT-MRI with intra-operative MRI for enhanced visualization and navigation in image-guided neurosurgery. Neuroimage (2006) 1.41

Automatic segmentation of bladder and prostate using coupled 3D deformable models. Med Image Comput Comput Assist Interv (2007) 1.39

Segmentation of image ensembles via latent atlases. Med Image Anal (2010) 1.33

Sparse approximation of currents for statistics on curves and surfaces. Med Image Comput Comput Assist Interv (2008) 1.31

Image guided personalization of reaction-diffusion type tumor growth models using modified anisotropic eikonal equations. IEEE Trans Med Imaging (2009) 1.31

Robust prediction of the MASCOT score for an improved quality assessment in mass spectrometric proteomics. J Proteome Res (2008) 1.31

Spherical demons: fast surface registration. Med Image Comput Comput Assist Interv (2008) 1.29

Automatic detection and segmentation of evolving processes in 3D medical images: Application to multiple sclerosis. Med Image Anal (2002) 1.29

Inferring brain variability from diffeomorphic deformations of currents: an integrative approach. Med Image Anal (2008) 1.28

A generative model for brain tumor segmentation in multi-modal images. Med Image Comput Comput Assist Interv (2010) 1.27

Expert knowledge-guided segmentation system for brain MRI. Neuroimage (2004) 1.25

Registration of 4D cardiac CT sequences under trajectory constraints with multichannel diffeomorphic demons. IEEE Trans Med Imaging (2010) 1.24

Extrapolation of sparse tensor fields: application to the modeling of brain variability. Inf Process Med Imaging (2005) 1.23

Human atlas of the cardiac fiber architecture: study on a healthy population. IEEE Trans Med Imaging (2012) 1.22

Efficient human pose estimation from single depth images. IEEE Trans Pattern Anal Mach Intell (2013) 1.22

Fast multiple organ detection and localization in whole-body MR dixon sequences. Med Image Comput Comput Assist Interv (2011) 1.18

Measuring brain variability via sulcal lines registration: a diffeomorphic approach. Med Image Comput Comput Assist Interv (2007) 1.18

Efficient probabilistic model personalization integrating uncertainty on data and parameters: Application to eikonal-diffusion models in cardiac electrophysiology. Prog Biophys Mol Biol (2011) 1.18

Incorporating statistical measures of anatomical variability in atlas-to-subject registration for conformal brain radiotherapy. Med Image Comput Comput Assist Interv (2005) 1.17

Entangled decision forests and their application for semantic segmentation of CT images. Inf Process Med Imaging (2011) 1.17

A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images. Med Image Anal (2013) 1.13

Computation of the mid-sagittal plane in 3-D brain images. IEEE Trans Med Imaging (2002) 1.12

Harvesting image databases from the Web. IEEE Trans Pattern Anal Mach Intell (2011) 1.11

Atlas-based automatic segmentation of MR images: validation study on the brainstem in radiotherapy context. Int J Radiat Oncol Biol Phys (2005) 1.09

Combining generative and discriminative models for semantic segmentation of CT scans via active learning. Inf Process Med Imaging (2011) 1.09

euHeart: personalized and integrated cardiac care using patient-specific cardiovascular modelling. Interface Focus (2011) 1.09

Measuring brain variability by extrapolating sparse tensor fields measured on sulcal lines. Neuroimage (2006) 1.08

Learning semantic and visual similarity for endomicroscopy video retrieval. IEEE Trans Med Imaging (2012) 1.07

Registration, atlas estimation and variability analysis of white matter fiber bundles modeled as currents. Neuroimage (2010) 1.07

Mapping the effects of Abeta1-42 levels on the longitudinal changes in healthy aging: hierarchical modeling based on stationary velocity fields. Med Image Comput Comput Assist Interv (2011) 1.05

Computational modeling of the WHO grade II glioma dynamics: principles and applications to management paradigm. Neurosurg Rev (2008) 1.03

Estimating kinetic parameter maps from dynamic contrast-enhanced MRI using spatial prior knowledge. IEEE Trans Med Imaging (2009) 1.03

Polyrigid and polyaffine transformations: a novel geometrical tool to deal with non-rigid deformations - application to the registration of histological slices. Med Image Anal (2005) 1.01

Comparison of the endocranial ontogenies between chimpanzees and bonobos via temporal regression and spatiotemporal registration. J Hum Evol (2011) 0.99

Extrapolating glioma invasion margin in brain magnetic resonance images: suggesting new irradiation margins. Med Image Anal (2009) 0.98

Image quality transfer via random forest regression: applications in diffusion MRI. Med Image Comput Comput Assist Interv (2014) 0.97

A smart atlas for endomicroscopy using automated video retrieval. Med Image Anal (2011) 0.96

Global localization of 3D anatomical structures by pre-filtered Hough forests and discrete optimization. Med Image Anal (2013) 0.95

Biocomputing: numerical simulation of glioblastoma growth using diffusion tensor imaging. Phys Med Biol (2008) 0.95

Insight into efficient image registration techniques and the demons algorithm. Inf Process Med Imaging (2007) 0.95

Toward patient-specific myocardial models of the heart. Heart Fail Clin (2008) 0.95

Schild's ladder for the parallel transport of deformations in time series of images. Inf Process Med Imaging (2011) 0.95

Detection of DTI white matter abnormalities in multiple sclerosis patients. Med Image Comput Comput Assist Interv (2008) 0.94

A statistical model of right ventricle in tetralogy of Fallot for prediction of remodelling and therapy planning. Med Image Comput Comput Assist Interv (2009) 0.93

In vivo detection of thalamic gliosis: a pathoradiologic demonstration in familial fatal insomnia. Arch Neurol (2008) 0.93

Coupled personalization of cardiac electrophysiology models for prediction of ischaemic ventricular tachycardia. Interface Focus (2011) 0.93

Automated estimation of tumor probability in prostate magnetic resonance spectroscopic imaging: pattern recognition vs quantification. Magn Reson Med (2007) 0.93

Clinical prediction from structural brain MRI scans: a large-scale empirical study. Neuroinformatics (2015) 0.92

WESD--Weighted Spectral Distance for measuring shape dissimilarity. IEEE Trans Pattern Anal Mach Intell (2013) 0.92

Correspondence between simple 3-D MRI-based computer models and in-vivo EP measurements in swine with chronic infarctions. IEEE Trans Biomed Eng (2011) 0.91

Temporal shape analysis via the spectral signature. Med Image Comput Comput Assist Interv (2012) 0.91

Grid powered nonlinear image registration with locally adaptive regularization. Med Image Anal (2004) 0.91

Automatic localization and identification of vertebrae in arbitrary field-of-view CT scans. Med Image Comput Comput Assist Interv (2012) 0.90

Spatial decision forests for MS lesion segmentation in multi-channel MR images. Med Image Comput Comput Assist Interv (2010) 0.90

Probabilistic fusion of stereo with color and contrast for bilayer segmentation. IEEE Trans Pattern Anal Mach Intell (2006) 0.90

Detecting stable distributed patterns of brain activation using Gini contrast. Neuroimage (2010) 0.90

Discriminative, semantic segmentation of brain tissue in MR images. Med Image Comput Comput Assist Interv (2009) 0.89

Shape analysis using a point-based statistical shape model built on correspondence probabilities. Med Image Comput Comput Assist Interv (2007) 0.88

Immediate structured visual search for medical images. Med Image Comput Comput Assist Interv (2011) 0.88