Published in IEEE Trans Med Imaging on May 30, 2014
Multi-atlas segmentation of biomedical images: A survey. Med Image Anal (2015) 1.17
MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection. Neuroimage (2015) 0.80
Multi-view Classification for Identification of Alzheimer's Disease. Mach Learn Med Imaging (2015) 0.79
Brain extraction in pediatric ADC maps, toward characterizing neuro-development in multi-platform and multi-institution clinical images. Neuroimage (2015) 0.76
A Multi-Atlas Labeling Approach for Identifying Subject-Specific Functional Regions of Interest. PLoS One (2016) 0.75
Nonlocal atlas-guided multi-channel forest learning for human brain labeling. Med Phys (2016) 0.75
A transversal approach for patch-based label fusion via matrix completion. Med Image Anal (2015) 0.75
Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neuroimage (2002) 38.46
Feature selection based on mutual information: criteria of max-dependency, max-relevance, and min-redundancy. IEEE Trans Pattern Anal Mach Intell (2005) 14.57
HAMMER: hierarchical attribute matching mechanism for elastic registration. IEEE Trans Med Imaging (2002) 12.71
Automatic anatomical brain MRI segmentation combining label propagation and decision fusion. Neuroimage (2006) 8.15
Diffeomorphic demons: efficient non-parametric image registration. Neuroimage (2008) 7.18
Construction of a 3D probabilistic atlas of human cortical structures. Neuroimage (2007) 7.04
Multimodal classification of Alzheimer's disease and mild cognitive impairment. Neuroimage (2011) 5.24
Multi-atlas based segmentation of brain images: atlas selection and its effect on accuracy. Neuroimage (2009) 5.16
N4ITK: improved N3 bias correction. IEEE Trans Med Imaging (2010) 5.05
Patch-based segmentation using expert priors: application to hippocampus and ventricle segmentation. Neuroimage (2010) 5.00
Evaluation of atlas selection strategies for atlas-based image segmentation with application to confocal microscopy images of bee brains. Neuroimage (2004) 4.76
Combination strategies in multi-atlas image segmentation: application to brain MR data. IEEE Trans Med Imaging (2009) 4.44
Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease. Neuroimage (2011) 3.47
A supervised patch-based approach for human brain labeling. IEEE Trans Med Imaging (2011) 3.45
Comparison of automated and manual MRI volumetry of hippocampus in normal aging and dementia. J Magn Reson Imaging (2002) 3.34
Automatic segmentation of brain MRIs of 2-year-olds into 83 regions of interest. Neuroimage (2007) 2.13
LEAP: learning embeddings for atlas propagation. Neuroimage (2009) 2.09
Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping. Med Image Anal (2006) 1.85
Ensemble sparse classification of Alzheimer's disease. Neuroimage (2012) 1.84
Identification of MCI individuals using structural and functional connectivity networks. Neuroimage (2011) 1.77
RABBIT: rapid alignment of brains by building intermediate templates. Neuroimage (2009) 1.74
Multivariate examination of brain abnormality using both structural and functional MRI. Neuroimage (2007) 1.70
LABEL: pediatric brain extraction using learning-based meta-algorithm. Neuroimage (2012) 1.66
Learning-based deformable registration of MR brain images. IEEE Trans Med Imaging (2006) 1.65
Predicting future clinical changes of MCI patients using longitudinal and multimodal biomarkers. PLoS One (2012) 1.64
Optimum template selection for atlas-based segmentation. Neuroimage (2006) 1.58
Diffusion tensor image registration using tensor geometry and orientation features. Med Image Comput Comput Assist Interv (2008) 1.54
ORBIT: a multiresolution framework for deformable registration of brain tumor images. IEEE Trans Med Imaging (2008) 1.52
A generative probability model of joint label fusion for multi-atlas based brain segmentation. Med Image Anal (2013) 1.35
TIMER: tensor image morphing for elastic registration. Neuroimage (2009) 1.33
Consistent reconstruction of cortical surfaces from longitudinal brain MR images. Neuroimage (2011) 1.28
TPS-HAMMER: improving HAMMER registration algorithm by soft correspondence matching and thin-plate splines based deformation interpolation. Neuroimage (2009) 1.24
Embryonic stem cell grafting in normal and infarcted myocardium: serial assessment with MR imaging and PET dual detection. Radiology (2009) 1.21
Statistical neuroanatomy of the human inferior frontal gyrus and probabilistic atlas in a standard stereotaxic space. Hum Brain Mapp (2007) 1.01
Segmenting images by combining selected atlases on manifold. Med Image Comput Comput Assist Interv (2011) 0.91
Neighbourhood approximation forests. Med Image Comput Comput Assist Interv (2012) 0.78
Multimodal classification of Alzheimer's disease and mild cognitive impairment. Neuroimage (2011) 5.24
COMPARE: classification of morphological patterns using adaptive regional elements. IEEE Trans Med Imaging (2007) 3.72
Multi-modal multi-task learning for joint prediction of multiple regression and classification variables in Alzheimer's disease. Neuroimage (2011) 3.47
Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging. Neurobiol Aging (2006) 3.26
Morphological classification of brains via high-dimensional shape transformations and machine learning methods. Neuroimage (2004) 3.13
Evidence on the emergence of the brain's default network from 2-week-old to 2-year-old healthy pediatric subjects. Proc Natl Acad Sci U S A (2009) 2.91
Spatial normalization of diffusion tensor fields. Magn Reson Med (2003) 2.70
Hierarchical active shape models, using the wavelet transform. IEEE Trans Med Imaging (2003) 2.67
Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities. Arch Gen Psychiatry (2005) 2.59
CLASSIC: consistent longitudinal alignment and segmentation for serial image computing. Neuroimage (2005) 2.27
Computer-assisted segmentation of white matter lesions in 3D MR images using support vector machine. Acad Radiol (2008) 2.25
Neonatal brain image segmentation in longitudinal MRI studies. Neuroimage (2009) 2.14
Infant brain atlases from neonates to 1- and 2-year-olds. PLoS One (2011) 2.08
Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM. Med Image Comput Comput Assist Interv (2005) 2.05
Multiscale Adaptive Regression Models for Neuroimaging Data. J R Stat Soc Series B Stat Methodol (2011) 2.04
Puberty-related influences on brain development. Mol Cell Endocrinol (2006) 1.93
Segmenting CT prostate images using population and patient-specific statistics for radiotherapy. Med Phys (2010) 1.90
Robust deformable-surface-based skull-stripping for large-scale studies. Med Image Comput Comput Assist Interv (2011) 1.88
Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms. Neuroimage (2006) 1.85
Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping. Med Image Anal (2006) 1.85
Ensemble sparse classification of Alzheimer's disease. Neuroimage (2012) 1.84
Enriched white matter connectivity networks for accurate identification of MCI patients. Neuroimage (2010) 1.79
DICCCOL: dense individualized and common connectivity-based cortical landmarks. Cereb Cortex (2012) 1.78
Identification of MCI individuals using structural and functional connectivity networks. Neuroimage (2011) 1.77
ABSORB: Atlas Building by Self-organized Registration and Bundling. Neuroimage (2010) 1.75
RABBIT: rapid alignment of brains by building intermediate templates. Neuroimage (2009) 1.74
Deformable registration of cortical structures via hybrid volumetric and surface warping. Neuroimage (2004) 1.74
Deformable segmentation of 3-D ultrasound prostate images using statistical texture matching method. IEEE Trans Med Imaging (2006) 1.73
Multivariate examination of brain abnormality using both structural and functional MRI. Neuroimage (2007) 1.70
LABEL: pediatric brain extraction using learning-based meta-algorithm. Neuroimage (2012) 1.66
Learning-based deformable registration of MR brain images. IEEE Trans Med Imaging (2006) 1.65
Predicting future clinical changes of MCI patients using longitudinal and multimodal biomarkers. PLoS One (2012) 1.64
Longitudinal development of cortical and subcortical gray matter from birth to 2 years. Cereb Cortex (2011) 1.60
Brain anatomical networks in early human brain development. Neuroimage (2010) 1.59
Registering histologic and MR images of prostate for image-based cancer detection. Acad Radiol (2007) 1.58
Discriminant analysis of longitudinal cortical thickness changes in Alzheimer's disease using dynamic and network features. Neurobiol Aging (2011) 1.55
Diffusion tensor image registration using tensor geometry and orientation features. Med Image Comput Comput Assist Interv (2008) 1.54
ORBIT: a multiresolution framework for deformable registration of brain tumor images. IEEE Trans Med Imaging (2008) 1.52
Development trends of white matter connectivity in the first years of life. PLoS One (2011) 1.52
White matter abnormalities revealed by diffusion tensor imaging in non-demented and demented HIV+ patients. Neuroimage (2009) 1.52
Automatic segmentation of neonatal images using convex optimization and coupled level sets. Neuroimage (2011) 1.51
Hippocampus volume loss due to chronic heavy drinking. Alcohol Clin Exp Res (2006) 1.51
4D multi-modality tissue segmentation of serial infant images. PLoS One (2012) 1.49
Prostate segmentation by sparse representation based classification. Med Phys (2012) 1.48
Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth. Neuroimage (2009) 1.47
Iterative multi-atlas-based multi-image segmentation with tree-based registration. Neuroimage (2011) 1.43
Construction of multi-region-multi-reference atlases for neonatal brain MRI segmentation. Neuroimage (2010) 1.42
Spatiotemporal maturation patterns of murine brain quantified by diffusion tensor MRI and deformation-based morphometry. Proc Natl Acad Sci U S A (2005) 1.41
Deformable registration of brain tumor images via a statistical model of tumor-induced deformation. Med Image Anal (2006) 1.40
Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study. Biol Psychiatry (2007) 1.40
SharpMean: groupwise registration guided by sharp mean image and tree-based registration. Neuroimage (2011) 1.37
Mapping region-specific longitudinal cortical surface expansion from birth to 2 years of age. Cereb Cortex (2012) 1.36
TIMER: tensor image morphing for elastic registration. Neuroimage (2009) 1.33
Mapping longitudinal development of local cortical gyrification in infants from birth to 2 years of age. J Neurosci (2014) 1.29
Consistent reconstruction of cortical surfaces from longitudinal brain MR images. Neuroimage (2011) 1.28
Inter-modality relationship constrained multi-modality multi-task feature selection for Alzheimer's Disease and mild cognitive impairment identification. Neuroimage (2013) 1.27
Targeted prostate biopsy using statistical image analysis. IEEE Trans Med Imaging (2007) 1.25
TPS-HAMMER: improving HAMMER registration algorithm by soft correspondence matching and thin-plate splines based deformation interpolation. Neuroimage (2009) 1.24
Temporal and spatial evolution of brain network topology during the first two years of life. PLoS One (2011) 1.23
Sparse patch-based label propagation for accurate prostate localization in CT images. IEEE Trans Med Imaging (2012) 1.22
Determining correspondence in 3-D MR brain images using attribute vectors as morphological signatures of voxels. IEEE Trans Med Imaging (2004) 1.22
Hypercortisolism in alcohol dependence and its relation to hippocampal volume loss. J Stud Alcohol (2006) 1.21
Embryonic stem cell grafting in normal and infarcted myocardium: serial assessment with MR imaging and PET dual detection. Radiology (2009) 1.21
A novel framework for longitudinal atlas construction with groupwise registration of subject image sequences. Neuroimage (2011) 1.20
Groupwise registration based on hierarchical image clustering and atlas synthesis. Hum Brain Mapp (2010) 1.20
Feature-based groupwise registration by hierarchical anatomical correspondence detection. Hum Brain Mapp (2011) 1.19
Segmentation of neonatal brain MR images using patch-driven level sets. Neuroimage (2013) 1.19
Axonal fiber terminations concentrate on gyri. Cereb Cortex (2011) 1.18
Altered structural connectivity in neonates at genetic risk for schizophrenia: a combined study using morphological and white matter networks. Neuroimage (2012) 1.18
Mapping longitudinal hemispheric structural asymmetries of the human cerebral cortex from birth to 2 years of age. Cereb Cortex (2013) 1.17
A computational growth model for measuring dynamic cortical development in the first year of life. Cereb Cortex (2011) 1.17
Latent feature representation with stacked auto-encoder for AD/MCI diagnosis. Brain Struct Funct (2013) 1.16
Group-constrained sparse fMRI connectivity modeling for mild cognitive impairment identification. Brain Struct Funct (2013) 1.15
S-HAMMER: hierarchical attribute-guided, symmetric diffeomorphic registration for MR brain images. Hum Brain Mapp (2013) 1.15
SPHERE: SPherical Harmonic Elastic REgistration of HARDI data. Neuroimage (2010) 1.14
aBEAT: a toolbox for consistent analysis of longitudinal adult brain MRI. PLoS One (2013) 1.13
F-TIMER: fast tensor image morphing for elastic registration. IEEE Trans Med Imaging (2010) 1.13
Diagnosis of autism spectrum disorders using regional and interregional morphological features. Hum Brain Mapp (2013) 1.12
Learning best features and deformation statistics for hierarchical registration of MR brain images. Inf Process Med Imaging (2007) 1.12
A feature-based learning framework for accurate prostate localization in CT images. IEEE Trans Image Process (2012) 1.11
Longitudinally guided level sets for consistent tissue segmentation of neonates. Hum Brain Mapp (2011) 1.11
Resting-state multi-spectrum functional connectivity networks for identification of MCI patients. PLoS One (2012) 1.10
Time-resolved molecular frame dynamics of fixed-in-space CS2 molecules. Science (2009) 1.10
Hierarchical anatomical brain networks for MCI prediction: revisiting volumetric measures. PLoS One (2011) 1.09
Prediction of Alzheimer's disease and mild cognitive impairment using cortical morphological patterns. Hum Brain Mapp (2012) 1.09
Neonatal atlas construction using sparse representation. Hum Brain Mapp (2014) 1.08
STEP: spatiotemporal enhancement pattern for MR-based breast tumor diagnosis. Med Phys (2009) 1.08