PubRank

Christos Davatzikos

Author PubWeight™ 211.47‹?›

Top papers

Rank Title Journal Year PubWeight™‹?›
1 HAMMER: hierarchical attribute matching mechanism for elastic registration. IEEE Trans Med Imaging 2002 12.71
2 Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain. J Neurosci 2003 7.26
3 Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline. Neuroimage 2007 4.07
4 Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI. Neuroimage 2008 3.74
5 COMPARE: classification of morphological patterns using adaptive regional elements. IEEE Trans Med Imaging 2007 3.72
6 Imaging cortical association tracts in the human brain using diffusion-tensor-based axonal tracking. Magn Reson Med 2002 3.67
7 Computer-assisted imaging to assess brain structure in healthy and diseased brains. Lancet Neurol 2003 3.26
8 Effects of intensive glucose lowering on brain structure and function in people with type 2 diabetes (ACCORD MIND): a randomised open-label substudy. Lancet Neurol 2011 3.25
9 Morphological classification of brains via high-dimensional shape transformations and machine learning methods. Neuroimage 2004 3.13
10 Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study. Neuroimage 2008 2.93
11 Very high-resolution morphometry using mass-preserving deformations and HAMMER elastic registration. Neuroimage 2003 2.70
12 Spatial normalization of diffusion tensor fields. Magn Reson Med 2003 2.70
13 DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting. Med Image Anal 2010 2.57
14 Deformable medical image registration: a survey. IEEE Trans Med Imaging 2013 2.48
15 CLASSIC: consistent longitudinal alignment and segmentation for serial image computing. Neuroimage 2005 2.27
16 Computer-assisted segmentation of white matter lesions in 3D MR images using support vector machine. Acad Radiol 2008 2.25
17 Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition. Arch Gen Psychiatry 2009 2.17
18 Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM. Med Image Comput Comput Assist Interv 2005 2.05
19 Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme. Magn Reson Med 2009 2.00
20 Puberty-related influences on brain development. Mol Cell Endocrinol 2006 1.93
21 Measuring temporal morphological changes robustly in brain MR images via 4-dimensional template warping. Neuroimage 2004 1.90
22 An image-driven parameter estimation problem for a reaction-diffusion glioma growth model with mass effects. J Math Biol 2007 1.90
23 A framework for callosal fiber distribution analysis. Neuroimage 2002 1.87
24 Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms. Neuroimage 2006 1.85
25 Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping. Med Image Anal 2006 1.85
26 Deformable registration of cortical structures via hybrid volumetric and surface warping. Neuroimage 2004 1.74
27 Using a statistical shape model to extract sulcal curves on the outer cortex of the human brain. IEEE Trans Med Imaging 2002 1.72
28 Generative-discriminative basis learning for medical imaging. IEEE Trans Med Imaging 2011 1.62
29 High-dimensional pattern regression using machine learning: from medical images to continuous clinical variables. Neuroimage 2010 1.60
30 Registering histologic and MR images of prostate for image-based cancer detection. Acad Radiol 2007 1.58
31 Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images. Acad Radiol 2008 1.56
32 Intima-media thickness and regional cerebral blood flow in older adults. Stroke 2009 1.56
33 Diffusion tensor image registration using tensor geometry and orientation features. Med Image Comput Comput Assist Interv 2008 1.54
34 ORBIT: a multiresolution framework for deformable registration of brain tumor images. IEEE Trans Med Imaging 2008 1.52
35 Segmentation of prostate boundaries from ultrasound images using statistical shape model. IEEE Trans Med Imaging 2003 1.52
36 GRAM: A framework for geodesic registration on anatomical manifolds. Med Image Anal 2010 1.51
37 Hippocampus volume loss due to chronic heavy drinking. Alcohol Clin Exp Res 2006 1.51
38 Measuring size and shape of the hippocampus in MR images using a deformable shape model. Neuroimage 2002 1.50
39 Estimating topology preserving and smooth displacement fields. IEEE Trans Med Imaging 2004 1.49
40 Depressive symptoms and brain volumes in older adults: a longitudinal magnetic resonance imaging study. J Psychiatry Neurosci 2009 1.49
41 Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth. Neuroimage 2009 1.47
42 Simulation of tissue atrophy using a topology preserving transformation model. IEEE Trans Med Imaging 2006 1.47
43 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
44 Deformable registration of brain tumor images via a statistical model of tumor-induced deformation. Med Image Anal 2006 1.40
45 Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study. Biol Psychiatry 2007 1.40
46 Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth. Neuroimage 2013 1.39
47 Multi-atlas skull-stripping. Acad Radiol 2013 1.37
48 Early recognition and disease prediction in the at-risk mental states for psychosis using neurocognitive pattern classification. Schizophr Bull 2011 1.36
49 Efficient large deformation registration via geodesics on a learned manifold of images. Med Image Comput Comput Assist Interv 2009 1.36
50 A general and unifying framework for feature construction, in image-based pattern classification. Inf Process Med Imaging 2009 1.34
51 Optimized prostate biopsy via a statistical atlas of cancer spatial distribution. Med Image Anal 2004 1.33
52 Finite element modeling of brain tumor mass-effect from 3D medical images. Med Image Comput Comput Assist Interv 2005 1.31
53 Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment. Neuroimage 2011 1.30
54 Functional principal component model for high-dimensional brain imaging. Neuroimage 2011 1.28
55 Neurodegeneration across stages of cognitive decline in Parkinson disease. Arch Neurol 2011 1.26
56 Targeted prostate biopsy using statistical image analysis. IEEE Trans Med Imaging 2007 1.25
57 An anatomical equivalence class based joint transformation-residual descriptor for morphological analysis. Inf Process Med Imaging 2007 1.23
58 Determining correspondence in 3-D MR brain images using attribute vectors as morphological signatures of voxels. IEEE Trans Med Imaging 2004 1.22
59 Morphological appearance manifolds in computational anatomy: groupwise registration and morphological analysis. Neuroimage 2008 1.22
60 Alzheimer's disease pattern of brain atrophy predicts cognitive decline in Parkinson's disease. Brain 2011 1.22
61 Hypercortisolism in alcohol dependence and its relation to hippocampal volume loss. J Stud Alcohol 2006 1.21
62 GLISTR: glioma image segmentation and registration. IEEE Trans Med Imaging 2012 1.19
63 A comparative study of biomechanical simulators in deformable registration of brain tumor images. IEEE Trans Biomed Eng 2008 1.16
64 Clinical and multimodal biomarker correlates of ADNI neuropathological findings. Acta Neuropathol Commun 2013 1.15
65 Design of comprehensive Alzheimer's disease centers to address unmet national needs. Alzheimers Dement 2010 1.14
66 A robust framework for soft tissue simulations with application to modeling brain tumor mass effect in 3D MR images. Phys Med Biol 2007 1.13
67 T1rho MRI of Alzheimer's disease. Neuroimage 2008 1.13
68 Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification. Neuroimage 2013 1.12
69 Automated morphometric study of brain variation in XXY males. Neuroimage 2004 1.12
70 Measuring brain lesion progression with a supervised tissue classification system. Med Image Comput Comput Assist Interv 2008 1.12
71 Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure. Neuroimage 2007 1.12
72 ODVBA: optimally-discriminative voxel-based analysis. IEEE Trans Med Imaging 2011 1.11
73 Are brain volumes based on magnetic resonance imaging mediators of the associations of cumulative lead dose with cognitive function? Am J Epidemiol 2007 1.10
74 Correspondence between in vivo (11)C-PiB-PET amyloid imaging and postmortem, region-matched assessment of plaques. Acta Neuropathol 2012 1.09
75 Semi-supervised pattern classification of medical images: application to mild cognitive impairment (MCI). Neuroimage 2010 1.09
76 Semi-supervised cluster analysis of imaging data. Neuroimage 2010 1.08
77 Three-dimensional sonography with needle tracking: role in diagnosis and treatment of prostate cancer. J Ultrasound Med 2008 1.07
78 Functional maturation of the executive system during adolescence. J Neurosci 2013 1.07
79 Quantification of brain maturation and growth patterns in C57BL/6J mice via computational neuroanatomy of diffusion tensor images. Cereb Cortex 2008 1.06
80 Sampling the spatial patterns of cancer: optimized biopsy procedures for estimating prostate cancer volume and Gleason Score. Med Image Anal 2009 1.06
81 Offering to share: how to put heads together in autism neuroimaging. J Autism Dev Disord 2007 1.05
82 On analyzing diffusion tensor images by identifying manifold structure using isomaps. IEEE Trans Med Imaging 2007 1.05
83 Deformable registration of glioma images using EM algorithm and diffusion reaction modeling. IEEE Trans Med Imaging 2010 1.05
84 Modeling glioma growth and mass effect in 3D MR images of the brain. Med Image Comput Comput Assist Interv 2007 1.04
85 Deriving statistical significance maps for SVM based image classification and group comparisons. Med Image Comput Comput Assist Interv 2012 1.04
86 Use of neuroanatomical pattern regression to predict the structural brain dynamics of vulnerability and transition to psychosis. Schizophr Res 2010 1.03
87 Anatomical equivalence class: a morphological analysis framework using a lossless shape descriptor. IEEE Trans Med Imaging 2007 1.03
88 Neuronal injury biomarkers and prognosis in ADNI subjects with normal cognition. Acta Neuropathol Commun 2014 1.01
89 Midlife obesity and trajectories of brain volume changes in older adults. Hum Brain Mapp 2011 1.00
90 A Bayesian morphometry algorithm. IEEE Trans Med Imaging 2004 0.98
91 T1rho (T1ρ) MR imaging in Alzheimer's disease and Parkinson's disease with and without dementia. J Neurol 2010 0.97
92 Lack of association between 11C-PiB and longitudinal brain atrophy in non-demented older individuals. Neurobiol Aging 2010 0.96
93 Statistical representation and simulation of high-dimensional deformations: application to synthesizing brain deformations. Med Image Comput Comput Assist Interv 2005 0.95
94 Longitudinal imaging pattern analysis (SPARE-CD index) detects early structural and functional changes before cognitive decline in healthy older adults. Neurobiol Aging 2012 0.94
95 Quantification of facial expressions using high-dimensional shape transformations. J Neurosci Methods 2005 0.94
96 CSF Apo-E levels associate with cognitive decline and MRI changes. Acta Neuropathol 2014 0.94
97 Registering histological and MR images of prostate for image-based cancer detection. Med Image Comput Comput Assist Interv 2006 0.94
98 Change in brain and lesion volumes after CEE therapies: the WHIMS-MRI studies. Neurology 2014 0.94
99 DRAMMS: deformable registration via attribute matching and mutual-saliency weighting. Inf Process Med Imaging 2009 0.93
100 Unsupervised learning of functional network dynamics in resting state fMRI. Inf Process Med Imaging 2013 0.93
101 Combining generative models for multifocal glioma segmentation and registration. Med Image Comput Comput Assist Interv 2014 0.92
102 Comparative evaluation of registration algorithms in different brain databases with varying difficulty: results and insights. IEEE Trans Med Imaging 2014 0.91
103 Diagnosis of brain abnormality using both structural and functional MR images. Conf Proc IEEE Eng Med Biol Soc 2006 0.90
104 Application of machine learning methods to describe the effects of conjugated equine estrogens therapy on region-specific brain volumes. Magn Reson Imaging 2011 0.89
105 Early marker for Alzheimer's disease: hippocampus T1rho (T(1rho)) estimation. J Magn Reson Imaging 2009 0.88
106 Regional manifold learning for deformable registration of brain MR images. Med Image Comput Comput Assist Interv 2012 0.88
107 Optimally-Discriminative Voxel-Based Morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease. Neuroimage 2013 0.88
108 Pattern analysis of dynamic susceptibility contrast-enhanced MR imaging demonstrates peritumoral tissue heterogeneity. Radiology 2014 0.88
109 Relationship between plasma analytes and SPARE-AD defined brain atrophy patterns in ADNI. PLoS One 2013 0.88
110 Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia. Prog Neuropsychopharmacol Biol Psychiatry 2012 0.87
111 Biomechanically-constrained 4D estimation of myocardial motion. Med Image Comput Comput Assist Interv 2009 0.87
112 Cross-sectional and longitudinal association of body mass index and brain volume. Hum Brain Mapp 2012 0.87
113 The five factors of personality and regional cortical variability in the Baltimore longitudinal study of aging. Hum Brain Mapp 2012 0.86
114 Effect of diabetes on brain structure: the action to control cardiovascular risk in diabetes MR imaging baseline data. Radiology 2014 0.86
115 Evaluation of cumulative lead dose and longitudinal changes in structural magnetic resonance imaging in former organolead workers. J Occup Environ Med 2010 0.86
116 Robust computation of mutual information using spatially adaptive meshes. Med Image Comput Comput Assist Interv 2007 0.86
117 Kernel-based manifold learning for statistical analysis of diffusion tensor images. Inf Process Med Imaging 2007 0.86
118 Dynamic Bayesian network modeling for longitudinal brain morphometry. Neuroimage 2011 0.86
119 Systematic review of structural and functional neuroimaging findings in children and adults with CKD. Clin J Am Soc Nephrol 2013 0.85
120 Simultaneous geometric--iconic registration. Med Image Comput Comput Assist Interv 2010 0.85
121 JointMMCC: joint maximum-margin classification and clustering of imaging data. IEEE Trans Med Imaging 2012 0.84
122 T(1ρ) MRI in Alzheimer's disease: detection of pathological changes in medial temporal lobe. J Neuroimaging 2011 0.84
123 Computer-aided assessment of regional abdominal fat with food residue removal in CT. Acad Radiol 2013 0.84
124 Memory decline shows stronger associations with estimated spatial patterns of amyloid deposition progression than total amyloid burden. Neurobiol Aging 2013 0.84
125 Regularized tensor factorization for multi-modality medical image classification. Med Image Comput Comput Assist Interv 2011 0.83
126 Joint segmentation and deformable registration of brain scans guided by a tumor growth model. Med Image Comput Comput Assist Interv 2011 0.83
127 PORTR: Pre-operative and post-recurrence brain tumor registration. IEEE Trans Med Imaging 2014 0.83
128 Is the spatial distribution of brain lesions associated with closed-head injury in children predictive of subsequent development of posttraumatic stress disorder? Radiology 2002 0.83
129 Cognitive and functional resilience despite molecular evidence of Alzheimer's disease pathology. Alzheimers Dement 2012 0.82
130 Pattern based morphometry. Med Image Comput Comput Assist Interv 2011 0.81
131 Spatio-temporal analysis of brain MRI images using hidden Markov models. Med Image Comput Comput Assist Interv 2010 0.81
132 Alcohol consumption and premotor corpus callosum in older adults. Eur Neuropsychopharmacol 2012 0.81
133 Investigating machine learning techniques for MRI-based classification of brain neoplasms. Int J Comput Assist Radiol Surg 2011 0.80
134 CHIMERA: Clustering of Heterogeneous Disease Effects via Distribution Matching of Imaging Patterns. IEEE Trans Med Imaging 2015 0.80
135 Deformable registration of brain tumor images via a statistical model of tumor-induced deformation. Med Image Comput Comput Assist Interv 2005 0.79
136 CLASSIC: consistent longitudinal alignment and segmentation for serial image computing. Inf Process Med Imaging 2005 0.79
137 Addressing Confounding in Predictive Models with an Application to Neuroimaging. Int J Biostat 2016 0.79
138 Extracting evolving pathologies via spectral clustering. Inf Process Med Imaging 2013 0.79
139 AUTOMATED SEGMENTATION OF CORTICAL NECROSIS USING A WAVELET BASED ABNORMALITY DETECTION SYSTEM. Proc IEEE Int Symp Biomed Imaging 2011 0.78
140 Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults. Med Image Comput Comput Assist Interv 2011 0.78
141 Discriminative sparse connectivity patterns for classification of fMRI Data. Med Image Comput Comput Assist Interv 2014 0.78
142 Frontal Atrophy and Attention Deficits in Older Adults with a History of Elevated Depressive Symptoms. Brain Imaging Behav 2009 0.78
143 Differential Associations of Socioeconomic Status With Global Brain Volumes and White Matter Lesions in African American and White Adults: the HANDLS SCAN Study. Psychosom Med 2016 0.78
144 Imaging Surrogates of Infiltration Obtained Via Multiparametric Imaging Pattern Analysis Predict Subsequent Location of Recurrence of Glioblastoma. Neurosurgery 2016 0.77
145 Using the fast marching method to extract curves with given global properties. Med Image Comput Comput Assist Interv 2005 0.77
146 Association of social engagement with brain volumes assessed by structural MRI. J Aging Res 2012 0.77
147 Pattern Analysis in Neuroimaging: Beyond Two-Class Categorization. Int J Imaging Syst Technol 2011 0.76
148 Supervised block sparse dictionary learning for simultaneous clustering and classification in computational anatomy. Med Image Comput Comput Assist Interv 2014 0.76
149 Analysis of spatio-temporal brain imaging patterns by Hidden Markov Models and serial MRI images. Hum Brain Mapp 2014 0.76
150 FEATURE RANKING BASED NESTED SUPPORT VECTOR MACHINE ENSEMBLE FOR MEDICAL IMAGE CLASSIFICATION. Proc IEEE Int Symp Biomed Imaging 2012 0.76
151 Morphological appearance manifolds for group-wise morphometric analysis. Med Image Anal 2011 0.75
152 UNDERSTANDING HETEROGENEITY IN NORMAL OLDER ADULT POPULATIONS VIA CLUSTERING OF LONGITUDINAL DATA. Proc IEEE Int Symp Biomed Imaging 2011 0.75
153 Genetic risk factors for longitudinal changes in structural MRI in former organolead workers. J Aging Res 2011 0.75
154 Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition. IEEE Trans Med Imaging 2016 0.75
155 EEG and MRI data fusion for early diagnosis of Alzheimer's disease. Conf Proc IEEE Eng Med Biol Soc 2008 0.75
156 Abnormality detection via iterative deformable registration and basis-pursuit decomposition. IEEE Trans Med Imaging 2016 0.75
157 Optimally-discriminative voxel-based analysis. Med Image Comput Comput Assist Interv 2010 0.75
158 Topology preservation and regularity in estimated deformation fields. Inf Process Med Imaging 2003 0.75
159 Diagnosis of brain abnormality using both structural and functional MR images. Conf Proc IEEE Eng Med Biol Soc 2006 0.75