Sparse patch-based label propagation for accurate prostate localization in CT images.

Integration of sparse multi-modality representation and anatomical constraint for isointense infant brain MR image segmentation. Neuroimage (2013) 1.38

Multi-atlas segmentation of biomedical images: A survey. Med Image Anal (2015) 1.17

Incremental learning with selective memory (ILSM): towards fast prostate localization for image guided radiotherapy. IEEE Trans Med Imaging (2014) 0.93

Locally-constrained boundary regression for segmentation of prostate and rectum in the planning CT images. Med Image Anal (2015) 0.92

Segmenting hippocampus from infant brains by sparse patch matching with deep-learned features. Med Image Comput Comput Assist Interv (2014) 0.85

Deformable MR Prostate Segmentation via Deep Feature Learning and Sparse Patch Matching. IEEE Trans Med Imaging (2015) 0.83

Interactive prostate segmentation using atlas-guided semi-supervised learning and adaptive feature selection. Med Phys (2014) 0.82

Accurate Segmentation of CT Male Pelvic Organs via Regression-Based Deformable Models and Multi-Task Random Forests. IEEE Trans Med Imaging (2016) 0.79

A Learning-Based CT Prostate Segmentation Method via Joint Transductive Feature Selection and Regression. Neurocomputing (2016) 0.76

A New CT Prostate Segmentation for CT-Based HDR Brachytherapy. Proc SPIE Int Soc Opt Eng (2015) 0.76

Online updating of context-aware landmark detectors for prostate localization in daily treatment CT images. Med Phys (2015) 0.75

Segmentation of Infant Hippocampus Using Common Feature Representations Learned for Multimodal Longitudinal Data. Med Image Comput Comput Assist Interv (2015) 0.75

Multi-atlas based segmentation editing with interaction-guided patch selection and label fusion. IEEE Trans Biomed Eng (2015) 0.75

Prostate CT segmentation method based on nonrigid registration in ultrasound-guided CT-based HDR prostate brachytherapy. Med Phys (2014) 0.75

Developing a nomogram based on multiparametric magnetic resonance imaging for forecasting high-grade prostate cancer to reduce unnecessary biopsies within the prostate-specific antigen gray zone. BMC Med Imaging (2017) 0.75

Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neuroimage (2002) 38.46

Nonrigid registration using free-form deformations: application to breast MR images. IEEE Trans Med Imaging (1999) 21.56

Simultaneous truth and performance level estimation (STAPLE): an algorithm for the validation of image segmentation. IEEE Trans Med Imaging (2004) 13.94

Robust face recognition via sparse representation. IEEE Trans Pattern Anal Mach Intell (2009) 11.13

elastix: a toolbox for intensity-based medical image registration. IEEE Trans Med Imaging (2009) 7.23

A generative model for image segmentation based on label fusion. IEEE Trans Med Imaging (2010) 6.28

Patch-based segmentation using expert priors: application to hippocampus and ventricle segmentation. Neuroimage (2010) 5.00

A supervised patch-based approach for human brain labeling. IEEE Trans Med Imaging (2011) 3.45

Auto-context and its application to high-level vision tasks and 3D brain image segmentation. IEEE Trans Pattern Anal Mach Intell (2010) 2.84

Automatic segmentation of the prostate in 3D MR images by atlas matching using localized mutual information. Med Phys (2008) 2.46

Large deformation three-dimensional image registration in image-guided radiation therapy. Phys Med Biol (2005) 2.06

Adaptive local multi-atlas segmentation: application to the heart and the caudate nucleus. Med Image Anal (2009) 1.92

Segmenting CT prostate images using population and patient-specific statistics for radiotherapy. Med Phys (2010) 1.90

Implementation and validation of a three-dimensional deformable registration algorithm for targeted prostate cancer radiotherapy. Int J Radiat Oncol Biol Phys (2005) 1.87

Automatic segmentation of intra-treatment CT images for adaptive radiation therapy of the prostate. Med Image Comput Comput Assist Interv (2005) 1.83

Multifeature landmark-free active appearance models: application to prostate MRI segmentation. IEEE Trans Med Imaging (2012) 1.77

Segmenting the prostate and rectum in CT imagery using anatomical constraints. Med Image Anal (2010) 1.75

Deformable segmentation of 3-D ultrasound prostate images using statistical texture matching method. IEEE Trans Med Imaging (2006) 1.73

Characterizing spatially varying performance to improve multi-atlas multi-label segmentation. Inf Process Med Imaging (2011) 1.69

Registering histologic and MR images of prostate for image-based cancer detection. Acad Radiol (2007) 1.58

Model-based segmentation of medical imagery by matching distributions. IEEE Trans Med Imaging (2005) 1.57

Segmentation of prostate boundaries from ultrasound images using statistical shape model. IEEE Trans Med Imaging (2003) 1.52

Prostate position relative to pelvic bony anatomy based on intraprostatic gold markers and electronic portal imaging. Int J Radiat Oncol Biol Phys (2005) 1.46

Dominant local binary patterns for texture classification. IEEE Trans Image Process (2009) 1.45

Segmenting lung fields in serial chest radiographs using both population-based and patient-specific shape statistics. IEEE Trans Med Imaging (2008) 1.44

Automatic segmentation of pelvic structures from magnetic resonance images for prostate cancer radiotherapy. Int J Radiat Oncol Biol Phys (2007) 1.43

Optimized prostate biopsy via a statistical atlas of cancer spatial distribution. Med Image Anal (2004) 1.33

Optimal weights for multi-atlas label fusion. Inf Process Med Imaging (2011) 1.31

Regional appearance in deformable model segmentation. Inf Process Med Imaging (2007) 1.31

Automatic segmentation of thoracic and pelvic CT images for radiotherapy planning using implicit anatomic knowledge and organ-specific segmentation strategies. Phys Med Biol (2008) 1.31

Targeted prostate biopsy using statistical image analysis. IEEE Trans Med Imaging (2007) 1.25

A three-dimensional deformable model for segmentation of human prostate from ultrasound images. Med Phys (2001) 1.14

Combining a deformable model and a probabilistic framework for an automatic 3D segmentation of prostate on MRI. Int J Comput Assist Radiol Surg (2008) 1.12

A feature-based learning framework for accurate prostate localization in CT images. IEEE Trans Image Process (2012) 1.11

A survey of prostate segmentation methodologies in ultrasound, magnetic resonance and computed tomography images. Comput Methods Programs Biomed (2012) 1.09

Automatic localization of the prostate for on-line or off-line image-guided radiotherapy. Int J Radiat Oncol Biol Phys (2004) 1.04

Patient specific prostate segmentation in 3-d magnetic resonance images. IEEE Trans Med Imaging (2012) 1.01

Learning image context for segmentation of the prostate in CT-guided radiotherapy. Phys Med Biol (2012) 1.00

CT-MRI image fusion for delineation of volumes in three-dimensional conformal radiation therapy in the treatment of localized prostate cancer. Br J Radiol (2002) 0.95

Concurrent segmentation of the prostate on MRI and CT via linked statistical shape models for radiotherapy planning. Med Phys (2012) 0.91

Feature based nonrigid brain MR image registration with symmetric alpha stable filters. IEEE Trans Med Imaging (2009) 0.87

Sparse patch based prostate segmentation in CT images. Med Image Comput Comput Assist Interv (2012) 0.87

Nonrigid brain MR image registration using uniform spherical region descriptor. IEEE Trans Image Process (2011) 0.80

Multi-modal image registration using the generalized survival exponential entropy. Med Image Comput Comput Assist Interv (2006) 0.79

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

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

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

Multiscale adaptive generalized estimating equations for longitudinal neuroimaging data. Neuroimage (2013) 1.08

iBEAT: A toolbox for infant brain magnetic resonance image processing. Neuroinformatics (2013) 1.07

Spatial transformation of DWI data using non-negative sparse representation. IEEE Trans Med Imaging (2012) 1.06

The synchronization within and interaction between the default and dorsal attention networks in early infancy. Cereb Cortex (2012) 1.06

Sampling the spatial patterns of cancer: optimized biopsy procedures for estimating prostate cancer volume and Gleason Score. Med Image Anal (2009) 1.06

Learning-based Deformation Estimation for Fast Non-rigid Registration. Proc Workshop Math Methods Biomed Image Analysis (2008) 1.04

Sex differences in grey matter atrophy patterns among AD and aMCI patients: results from ADNI. Neuroimage (2011) 1.04

CENTS: cortical enhanced neonatal tissue segmentation. Hum Brain Mapp (2011) 1.03

Deep learning based imaging data completion for improved brain disease diagnosis. Med Image Comput Comput Assist Interv (2014) 1.03

Learning image context for segmentation of prostate in CT-guided radiotherapy. Med Image Comput Comput Assist Interv (2011) 1.03

View-centralized multi-atlas classification for Alzheimer's disease diagnosis. Hum Brain Mapp (2015) 1.01

Registration of longitudinal brain image sequences with implicit template and spatial-temporal heuristics. Neuroimage (2011) 1.01

Supervised Discriminative Group Sparse Representation for Mild Cognitive Impairment Diagnosis. Neuroinformatics (2015) 1.01

Segmentation and classification of breast tumor using dynamic contrast-enhanced MR images. Med Image Comput Comput Assist Interv (2007) 1.00