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Christos Davatzikos

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TOP 3
Marcus V Zanetti; Christos Davatzikos; Jimit Doshi; Luiz K Ferreira; Paulo R Menezes; Yangming Ou; Marcia Scazufca; Maristela S Schaufelberger; Geraldo F Busatto
Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia.
Selam Negash; Leslie M Shaw; John Q Trojanowski; David A Wolk; Sharon Xie; Christopher M Clark; Christos Davatzikos; Steven E Arnold
Cognitive and functional resilience despite molecular evidence of Alzheimer's disease pathology.
Jon B Toledo; John Q Trojanowski; David A Wolk; Steven E Arnold; Priyanka Bhatt; Xiao Da; Christos Davatzikos; Leslie M Shaw
Relationship between plasma analytes and SPARE-AD defined brain atrophy patterns in ADNI.

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2013: Marcus V Zanetti; Christos Davatzikos; Jimit Doshi; Luiz K Ferreira; Paulo R Menezes; Yangming Ou; Marcia Scazufca; Maristela S Schaufelberger; Geraldo F Busatto
Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia.
Progress in neuro-psychopharmacology & biological psychiatry 2013;43():116-25.
2013: Selam Negash; Leslie M Shaw; John Q Trojanowski; David A Wolk; Sharon Xie; Christopher M Clark; Christos Davatzikos; Steven E Arnold
Cognitive and functional resilience despite molecular evidence of Alzheimer's disease pathology.
Alzheimer's & dementia : the journal of the Alzheimer's Association 2013;9(3):e89-95.
2013: Jon B Toledo; John Q Trojanowski; David A Wolk; Steven E Arnold; Priyanka Bhatt; Xiao Da; Christos Davatzikos; Leslie M Shaw
Relationship between plasma analytes and SPARE-AD defined brain atrophy patterns in ADNI.
PloS one 2013;8(2):e55531.
2012: Ira Driscoll; Luigi Ferrucci; William E Klunk; Michael A Kraut; Chester A Mathis; Richard J O'Brien; Olga Pletnikova; Gay Rudow; Jitka Sojkova; Juan C Troncoso; Dean F Wong; Yun Zhou; Christos Davatzikos; Susan M Resnick
Correspondence between in vivo (11)C-PiB-PET amyloid imaging and postmortem, region-matched assessment of plaques.
Acta neuropathologica 2012;124(6):823-31.
2012: Vanessa H Clark; Lori L Beason-Held; Jimit Doshi; Luigi Ferrucci; Michael A Kraut; Susan M Resnick; Dean F Wong; Yun Zhou; Christos Davatzikos
Longitudinal imaging pattern analysis (SPARE-CD index) detects early structural and functional changes before cognitive decline in healthy older adults.
Neurobiology of aging 2012;33(12):2733-45.
2012: Nikolaos Koutsouleris; Hans-Jürgen Möller; Katja Patschurek-Kliche; J Scheuerecker; Ronald Bottlender; Christos Davatzikos; Petra Decker; Christian Gaser; Eva M Meisenzahl
Early recognition and disease prediction in the at-risk mental states for psychosis using neurocognitive pattern classification.
Schizophrenia bulletin 2012;38(6):1200-15.
2012: Ali Gooya; Elias Melhem; Kilian M Pohl; Michel Bilello; George Biros; Luigi Cirillo; Christos Davatzikos
GLISTR: glioma image segmentation and registration.
IEEE transactions on medical imaging 2012;31(10):1941-54.
2012: Dimitrios Kapogiannis; Jason Kisser; Jeffrey Metter; Christos Davatzikos; Luigi Ferrucci; Susan M Resnick
Alcohol consumption and premotor corpus callosum in older adults.
European neuropsychopharmacology : the journal of the European College of Neuropsychopharmacology 2012;22(10):704-10.
2012: Ira Driscoll; Luigi Ferrucci; Yang An; May A Beydoun; Christos Davatzikos; Alan B Zonderman; Susan M Resnick
Midlife obesity and trajectories of brain volume changes in older adults.
Human brain mapping 2012;33(9):2204-10.
2012: Evangelia I Zacharaki; P Bhatt; Elias Melhem; N Morita; D M O'Rourke; Christos Davatzikos
Survival analysis of patients with high-grade gliomas based on data mining of imaging variables.
AJNR. American journal of neuroradiology 2012;33(6):1065-71.
2012: Roman Filipovych; Susan M Resnick; Christos Davatzikos
JointMMCC: joint maximum-margin classification and clustering of imaging data.
IEEE transactions on medical imaging 2012;31(5):1124-40.
2012: Rong Chen; Christos Davatzikos; Susan M Resnick; Edward H Herskovits
Dynamic Bayesian network modeling for longitudinal brain morphometry.
NeuroImage 2012;59(3):2330-8.
2012: Madhav Thambisetty; Muzamil Saleem; Yang An; Christos Davatzikos; Luigi Ferrucci; Andreas Güntert; Anna Kinsey; Deepthi Koka; Michael A Kraut; Simon Lovestone; Susan M Resnick
Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment.
NeuroImage 2012;59(1):212-7.
2012: Dong Hye Ye; Christos Davatzikos; Jihun Hamm; Dongjin Kwon; Kilian M Pohl
Regional manifold learning for deformable registration of brain MR images.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2012;15(Pt 3):131-8.
2012: Bilwaj Gaonkar; Christos Davatzikos
Deriving statistical significance maps for SVM based image classification and group comparisons.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2012;15(Pt 1):723-30.
2012: Bryan D James; David M Yousem; Jennifer F Bobb; BRIAN CAFFO; Christos Davatzikos; Thomas A. Glass; Brian S Schwartz
Association of social engagement with brain volumes assessed by structural MRI.
Journal of aging research 2012;2012():512714.
2012: Daniel Weintraub; David A Wolk; Sharon X Xie; Christopher M Clark; Christos Davatzikos; Nicole Dietz; Jimit Doshi; John E Duda; Andrew Siderowf
Alzheimer's disease pattern of brain atrophy predicts cognitive decline in Parkinson's disease.
Brain : a journal of neurology 2012;135(Pt 1):170-80.
2012: Nematollah K Batmanghelich; Ben Taskar; Christos Davatzikos
Generative-discriminative basis learning for medical imaging.
IEEE transactions on medical imaging 2012;31(1):51-69.
2011: Daniel Weintraub; Andrew D Siderowf; Paul J Moberg; David A Wolk; Deepthi Koka; Sharon X Xie; John E Duda; Christos Davatzikos; Jimit Doshi; Christopher M Clark
Neurodegeneration across stages of cognitive decline in Parkinson disease.
Archives of neurology 2011;68(12):1562-8.
2011: Nai-Xiang Lian; Christos Davatzikos
Morphological appearance manifolds for group-wise morphometric analysis.
Medical image analysis 2011;15(6):814-29.
2011: Christos Davatzikos; Leslie M Shaw; Kayhan N Batmanghelich; Priyanka Bhatt; John Q Trojanowski
Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification.
Neurobiology of aging 2011;32(12):2322.e19-27.
2011: Ira Driscoll; Luigi Ferrucci; William E Klunk; Michael A Kraut; Chester A Mathis; Jitka Sojkova; Dean F Wong; Weiguo Ye; Yun Zhou; Yang An; Christos Davatzikos; Susan M Resnick
Lack of association between 11C-PiB and longitudinal brain atrophy in non-demented older individuals.
Neurobiology of aging 2011;32(12):2123-30.
2011: Lenore J Launer; Ron M Lazar; Edward W Lipkin; James Lovato; Laura C Lovato; Joseph Maldjian; Santica Marcovina; Karen L Margolis; Michael E Miller; Anne M Murray; Patrick O'Connor; Mark Sullivan; Jeffrey L Sunshine; Charles Truwit; Jeff D Williamson; R Nick Bryan; Laura H Coker; Christos Davatzikos; Jingzhong Ding; Hertzel C Gerstein; Joy Hirsch; Karen R Horowitz
Effects of intensive glucose lowering on brain structure and function in people with type 2 diabetes (ACCORD MIND): a randomised open-label substudy.
Lancet neurology 2011;10(11):969-77.
2011: Evangelia I Zacharaki; vasileios georgios kanas; Christos Davatzikos
Investigating machine learning techniques for MRI-based classification of brain neoplasms.
International journal of computer assisted radiology and surgery 2011;6(6):821-8.
2011: Vadim Zipunnikov; BRIAN CAFFO; Christos Davatzikos; Brian S Schwartz; David M Yousem; Ciprian M Crainiceanu
Functional principal component model for high-dimensional brain imaging.
NeuroImage 2011;58(3):772-84.
2011: Tianhao Zhang; Christos Davatzikos
ODVBA: optimally-discriminative voxel-based analysis.
IEEE transactions on medical imaging 2011;30(8):1441-54.
2011: Yangming Ou; Nikos Paragios; Aristeidis Sotiras; Christos Davatzikos
DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting.
Medical image analysis 2011;15(4):622-39.
2011: Ramon Casanova; Mark A Espeland; Joseph S Goveas; Christos Davatzikos; Sarah A Gaussoin; Joseph A Maldjian; Robert L Brunner; Lewis H Kuller; Karen C Johnson; W. Mysiw; Benjamin Wagner; Susan M Resnick
Application of machine learning methods to describe the effects of conjugated equine estrogens therapy on region-specific brain volumes.
Magnetic resonance imaging 2011;29(4):546-53.
2011: Roman Filipovych; Christos Davatzikos
Semi-supervised pattern classification of medical images: application to mild cognitive impairment (MCI).
NeuroImage 2011;55(3):1109-19.
2011: Mohammad Haris; Anup Singh; Kejia Cai; Erin McArdle; Matthew Fenty; Christos Davatzikos; John Q Trojanowski; Elias Melhem; Christopher M Clark; Arijitt Borthakur
T(1ρ) MRI in Alzheimer's disease: detection of pathological changes in medial temporal lobe.
Journal of neuroimaging : official journal of the American Society of Neuroimaging 2011;21(2):e86-90.
2011: Mohammad Haris; Anup Singh; Kejia Cai; Christos Davatzikos; John Q Trojanowski; Elias Melhem; Christopher M Clark; Arijitt Borthakur
T1rho (T1ρ) MR imaging in Alzheimer's disease and Parkinson's disease with and without dementia.
Journal of neurology 2011;258(3):380-5.
2011: Roman Filipovych; Susan M Resnick; Christos Davatzikos
Semi-supervised cluster analysis of imaging data.
NeuroImage 2011;54(3):2185-97.
2011: Ali Gooya; George Biros; Christos Davatzikos
Deformable registration of glioma images using EM algorithm and diffusion reaction modeling.
IEEE transactions on medical imaging 2011;30(2):375-90.
2011: Christos Davatzikos; Ali Gooya; Evangelia I Zacharaki; Vanessa Clark
Multi-parametric analysis and registration of brain tumors: constructing statistical atlases and diagnostic tools of predictive value.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2011;2011():6979-81.
2011: Bryan D James; BRIAN CAFFO; Christos Davatzikos; Walter F Stewart; David M Yousem; Brian S Schwartz
Genetic risk factors for longitudinal changes in structural MRI in former organolead workers.
Journal of aging research 2011;2011():362189.
2011: Nematollah Batmanghelich; Aoyan Dong; Ben Taskar; Christos Davatzikos
Regularized tensor factorization for multi-modality medical image classification.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2011;14(Pt 3):17-24.
2011: Ali Gooya; Kilian M Pohl; Michel Bilello; George Biros; Christos Davatzikos
Joint segmentation and deformable registration of brain scans guided by a tumor growth model.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2011;14(Pt 2):532-40.
2011: Bilwaj Gaonkar; Kilian M Pohl; Christos Davatzikos
Pattern based morphometry.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2011;14(Pt 2):459-66.
2010: Nikolaos Koutsouleris; Christian Gaser; Ronald Bottlender; Christos Davatzikos; Petra Decker; Markus Jäger; Gisela Schmitt; Maximilian Reiser; Hans-Jürgen Möller; Eva M Meisenzahl
Use of neuroanatomical pattern regression to predict the structural brain dynamics of vulnerability and transition to psychosis.
Schizophrenia research 2010;123(2-3):175-87.
2010: Jihun Hamm; Dong Hye Ye; Ragini Verma; Christos Davatzikos
GRAM: A framework for geodesic registration on anatomical manifolds.
Medical image analysis 2010;14(5):633-42.
2010: Ying Wang; Yong Fan; Priyanka Bhatt; Christos Davatzikos
High-dimensional pattern regression using machine learning: from medical images to continuous clinical variables.
NeuroImage 2010;50(4):1519-35.
2010: Brian S Schwartz; BRIAN CAFFO; Walter F Stewart; Haley Hedlin; Bryan D James; David M Yousem; Christos Davatzikos
Evaluation of cumulative lead dose and longitudinal changes in structural magnetic resonance imaging in former organolead workers.
Journal of occupational and environmental medicine / American College of Occupational and Environmental Medicine 2010;52(4):407-14.
2010: John Q Trojanowski; Steven E Arnold; Jason H Karlawish; Kurt Brunden; Mark Cary; Christos Davatzikos; John Detre; Glen Gaulton; Murray Grossman; Howard I Hurtig; Kathryn Jedrziewski; Leo McCluskey; Mary Naylor; Daniel Polsky; Gerard D Schellenberg; Andrew Siderowf; Leslie M Shaw; Vivianna Van Deerlin; Li-San Wang; Rachel Werner; Sharon X Xie; Virginia M-Y Lee
Design of comprehensive Alzheimer's disease centers to address unmet national needs.
Alzheimer's & dementia : the journal of the Alzheimer's Association 2010;6(2):150-5.
2010: Jitka Sojkova; Samer S Najjar; Lori L Beason-Held; E Jeffrey Metter; Christos Davatzikos; Michael A Kraut; Alan B Zonderman; Susan M Resnick
Intima-media thickness and regional cerebral blood flow in older adults.
Stroke; a journal of cerebral circulation 2010;41(2):273-9.
2010: Aristeidis Sotiras; Yangming Ou; Ben Glocker; Christos Davatzikos; Nikos Paragios
Simultaneous geometric--iconic registration.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2010;13(Pt 2):676-83.
2010: Tianhao Zhang; Christos Davatzikos
Optimally-discriminative voxel-based analysis.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2010;13(Pt 2):257-65.
2010: Ying Wang; Susan M Resnick; Christos Davatzikos
Spatio-temporal analysis of brain MRI images using hidden Markov models.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2010;13(Pt 2):160-8.
2009: Evangelia I Zacharaki; Sumei Wang; Sanjeev Chawla; Dong Soo Yoo; Ronald Wolf; Elias Melhem; Christos Davatzikos
Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme.
Magnetic resonance in medicine : official journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine 2009;62(6):1609-18.
2009: Vonetta M Dotson; Christos Davatzikos; Michael A Kraut; Susan M Resnick
Depressive symptoms and brain volumes in older adults: a longitudinal magnetic resonance imaging study.
Journal of psychiatry & neuroscience : JPN 2009;34(5):367-75.
2009: Yangming Ou; Dinggang Shen; Jianchao Zeng; Leon Sun; Judd Moul; Christos Davatzikos
Sampling the spatial patterns of cancer: optimized biopsy procedures for estimating prostate cancer volume and Gleason Score.
Medical image analysis 2009;13(4):609-20.
2009: Christos Davatzikos; Feng Xu; Yang An; Yong Fan; Susan M Resnick
Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index.
Brain : a journal of neurology 2009;132(Pt 8):2026-35.
2009: Nikolaos Koutsouleris; Eva M Meisenzahl; Christos Davatzikos; Ronald Bottlender; Thomas Frodl; Johanna Scheuerecker; Gisela Schmitt; Thomas Zetzsche; Petra Decker; Maximilian Reiser; Hans-Jürgen Möller; Christian Gaser
Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition.
Archives of general psychiatry 2009;66(7):700-12.
2009: Evangelia I Zacharaki; Cosmina S Hogea; Dinggang Shen; George Biros; Christos Davatzikos
Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth.
NeuroImage 2009;46(3):762-74.
2009: Ira Driscoll; Christos Davatzikos; Y An; X Wu; D Shen; Michael A Kraut; Susan M Resnick
Longitudinal pattern of regional brain volume change differentiates normal aging from MCI.
Neurology 2009;72(22):1906-13.
2009: Mohammad Haris; Erin McArdle; Matthew Fenty; Anup Singh; Christos Davatzikos; John Q Trojanowski; Elias Melhem; Christopher M Clark; Arijitt Borthakur
Early marker for Alzheimer's disease: hippocampus T1rho (T(1rho)) estimation.
Journal of magnetic resonance imaging : JMRI 2009;29(5):1008-12.
2009: Sajjad Baloch; Christos Davatzikos
Morphological appearance manifolds in computational anatomy: groupwise registration and morphological analysis.
NeuroImage 2009;45(1 Suppl):S73-85.
2009: Sajjad Baloch; Ragini Verma; Hao Huang; Parmeshwar Khurd; Sarah Clark; Paul J Yarowsky; Ted Abel; Susumu Mori; Christos Davatzikos
Quantification of brain maturation and growth patterns in C57BL/6J mice via computational neuroanatomy of diffusion tensor images.
Cerebral cortex (New York, N.Y. : 1991) 2009;19(3):675-87.
2009: Chandan Misra; Yong Fan; Christos Davatzikos
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 2009;44(4):1415-22.
2009: S M Resnick; M A Espeland; S A Jaramillo; Calvin Hirsch; M L Stefanick; A M Murray; J Ockene; Christos Davatzikos
Postmenopausal hormone therapy and regional brain volumes: the WHIMS-MRI Study.
Neurology 2009;72(2):135-42.
2009: Hari Sundar; Christos Davatzikos; George Biros
Biomechanically-constrained 4D estimation of myocardial motion.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2009;12(Pt 2):257-65.
2009: Jihun Hamm; Christos Davatzikos; Ragini Verma
Efficient large deformation registration via geodesics on a learned manifold of images.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2009;12(Pt 1):680-7.
2009: Nematollah Batmanghelich; Ben Taskar; Christos Davatzikos
A general and unifying framework for feature construction, in image-based pattern classification.
Information processing in medical imaging : proceedings of the ... conference 2009;21():423-34.
2009: Yangming Ou; Christos Davatzikos
DRAMMS: deformable registration via attribute matching and mutual-saliency weighting.
Information processing in medical imaging : proceedings of the ... conference 2009;21():50-62.
2008: Evangelia I Zacharaki; Dinggang Shen; Seung-Koo Lee; Christos Davatzikos
ORBIT: a multiresolution framework for deformable registration of brain tumor images.
IEEE transactions on medical imaging 2008;27(8):1003-17.
2008: Ragini Verma; Evangelia I Zacharaki; Yangming Ou; Hongmin Cai; Sanjeev Chawla; Seung-Koo Lee; Elias Melhem; Ronald Wolf; Christos Davatzikos
Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images.
Academic radiology 2008;15(8):966-77.
2008: Arijitt Borthakur; Matthew Sochor; Christos Davatzikos; John Q Trojanowski; Christopher M Clark
T1rho MRI of Alzheimer's disease.
NeuroImage 2008;41(4):1199-205.
2008: Christos Davatzikos; S M Resnick; X Wu; P Parmpi; Christopher M Clark
Individual patient diagnosis of AD and FTD via high-dimensional pattern classification of MRI.
NeuroImage 2008;41(4):1220-7.
2008: Feimo Shen; Katsuto Shinohara; Dinesh Kumar; Animesh Khemka; Anne R Simoneau; Priya N Werahera; Lu Li; Yujun Guo; Ramkrishnan Narayanan; Liyang Wei; Al Barqawi; E David Crawford; Christos Davatzikos; Jasjit Suri
Three-dimensional sonography with needle tracking: role in diagnosis and treatment of prostate cancer.
Journal of ultrasound in medicine : official journal of the American Institute of Ultrasound in Medicine 2008;27(6):895-905.
2008: Yong Fan; Susan M Resnick; Xiaoying Wu; Christos Davatzikos
Structural and functional biomarkers of prodromal Alzheimer's disease: a high-dimensional pattern classification study.
NeuroImage 2008;41(2):277-85.
2008: Cosmina Hogea; Christos Davatzikos; George Biros
An image-driven parameter estimation problem for a reaction-diffusion glioma growth model with mass effects.
Journal of mathematical biology 2008;56(6):793-825.
2008: Christos Davatzikos; Yong Fan; Xiaoying Wu; Dinggang Shen; Susan M Resnick
Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging.
Neurobiology of aging 2008;29(4):514-23.
2008: Evangelia I Zacharaki; Cosmina S Hogea; George Biros; Christos Davatzikos
A comparative study of biomechanical simulators in deformable registration of brain tumor images.
IEEE transactions on bio-medical engineering 2008;55(3):1233-6.
2008: Zhiqiang Lao; Dinggang Shen; Dengfeng Liu; Abbas F Jawad; Elias Melhem; Lenore J Launer; R Nick Bryan; Christos Davatzikos
Computer-assisted segmentation of white matter lesions in 3D MR images using support vector machine.
Academic radiology 2008;15(3):300-13.
2008: BRIAN CAFFO; Sining Chen; Walter Stewart; Karen I Bolla; David M Yousem; Christos Davatzikos; Brian S Schwartz
Are brain volumes based on magnetic resonance imaging mediators of the associations of cumulative lead dose with cognitive function?
American journal of epidemiology 2008;167(4):429-37.
2008: Yong Fan; Nematollah Batmanghelich; Christopher M Clark; Christos Davatzikos
Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline.
NeuroImage 2008;39(4):1731-43.
2008: Tejash Patel; Robi Polikar; Christos Davatzikos; Christopher M Clark
EEG and MRI data fusion for early diagnosis of Alzheimer's disease.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2008;2008():1757-60.
2008: Jinzhong Yang; Dinggang Shen; Christos Davatzikos; Ragini Verma
Diffusion tensor image registration using tensor geometry and orientation features.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2008;11(Pt 2):905-13.
2008: Evangelia I Zacharaki; Stathis Kanterakis; R Nick Bryan; Christos Davatzikos
Measuring brain lesion progression with a supervised tissue classification system.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2008;11(Pt 1):620-7.
2008: Christopher M Clark; Christos Davatzikos; A Borthakur; A Newberg; Susan Leight; Virginia M-Y Lee; John Q Trojanowski
Biomarkers for early detection of Alzheimer pathology.
Neuro-Signals 2008;16(1):11-8.
2008: Yong Fan; Raquel E Gur; Ruben C Gur; Xiaoying Wu; Dinggang Shen; Monica E Calkins; Christos Davatzikos
Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study.
Biological psychiatry 2008;63(1):118-24.
2008: Matthew K Belmonte; John C Mazziotta; Nancy J Minshew; Alan C Evans; Eric Courchesne; Stephen R Dager; Susan Y Bookheimer; Elizabeth H Aylward; David G Amaral; Rita M Cantor; Diane C Chugani; Anders Dale; Christos Davatzikos; Guido Gerig; Martha R Herbert; Janet E Lainhart; Declan G Murphy; Joseph Piven; Allan L Reiss; Robert T Schultz; Thomas A Zeffiro; Susan Levi-Pearl; Clara Lajonchere; Sophia A Colamarino
Offering to share: how to put heads together in autism neuroimaging.
Journal of autism and developmental disorders 2008;38(1):2-13.
2007: Cosmina Hogea; George Biros; Feby Abraham; Christos Davatzikos
A robust framework for soft tissue simulations with application to modeling brain tumor mass effect in 3D MR images.
Physics in medicine and biology 2007;52(23):6893-908.
2007: Yiqiang Zhan; Yangming Ou; Michael Feldman; John Tomaszeweski; Christos Davatzikos; Dinggang Shen
Registering histologic and MR images of prostate for image-based cancer detection.
Academic radiology 2007;14(11):1367-81.
2007: Brian S Schwartz; Sining Chen; BRIAN CAFFO; Walter F Stewart; Karen I Bolla; David M Yousem; Christos Davatzikos
Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure.
NeuroImage 2007;37(2):633-41.
2007: Yiqiang Zhan; Dinggang Shen; Jianchao Zeng; Leon Sun; Gabor Fichtinger; Judd W Moul; Christos Davatzikos
Targeted prostate biopsy using statistical image analysis.
IEEE transactions on medical imaging 2007;26(6):779-88.
2007: Ragini Verma; Parmeshwar Khurd; Christos Davatzikos
On analyzing diffusion tensor images by identifying manifold structure using isomaps.
IEEE transactions on medical imaging 2007;26(6):772-8.
2007: Sokratis Makrogiannis; Ragini Verma; Christos Davatzikos
Anatomical equivalence class: a morphological analysis framework using a lossless shape descriptor.
IEEE transactions on medical imaging 2007;26(4):619-31.
2007: Hari Sundar; Dinggang Shen; George Biros; Chenyang Xu; Christos Davatzikos
Robust computation of mutual information using spatially adaptive meshes.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2007;10(Pt 1):950-8.
2007: Cosmina Hogea; Christos Davatzikos; George Biros
Modeling glioma growth and mass effect in 3D MR images of the brain.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2007;10(Pt 1):642-50.
2007: Sajjad Baloch; Ragini Verma; Christos Davatzikos
An anatomical equivalence class based joint transformation-residual descriptor for morphological analysis.
Information processing in medical imaging : proceedings of the ... conference 2007;20():594-606.
2007: Parmeshwar Khurd; Ragini Verma; Christos Davatzikos
Kernel-based manifold learning for statistical analysis of diffusion tensor images.
Information processing in medical imaging : proceedings of the ... conference 2007;20():581-93.
2007: Yong Fan; Dinggang Shen; Ruben C Gur; Raquel E Gur; Christos Davatzikos
COMPARE: classification of morphological patterns using adaptive regional elements.
IEEE transactions on medical imaging 2007;26(1):93-105.
2006: Zhong Xue; Dinggang Shen; Bilge Karacali; Joshua Stern; David Rottenberg; Christos Davatzikos
Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms.
NeuroImage 2006;33(3):855-66.
2006: Thomas P Beresford; David B Arciniegas; Julie Alfers; Lori Clapp; Brandon Martin; Yiping Du; Dengfeng Liu; Dinggang Shen; Christos Davatzikos
Hippocampus volume loss due to chronic heavy drinking.
Alcoholism, clinical and experimental research 2006;30(11):1866-70.
2006: Thomas P Beresford; David B Arciniegas; Julie Alfers; Lori Clapp; Brandon Martin; Henry F Beresford; Yiping Du; Dengfeng Liu; Dinggang Shen; Christos Davatzikos; Mark L Laudenslager
Hypercortisolism in alcohol dependence and its relation to hippocampal volume loss.
Journal of studies on alcohol 2006;67(6):861-7.
2006: Zhong Xue; Dinggang Shen; Christos Davatzikos
Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping.
Medical image analysis 2006;10(5):740-51.
2006: Ashraf Mohamed; Evangelia I Zacharaki; Dinggang Shen; Christos Davatzikos
Deformable registration of brain tumor images via a statistical model of tumor-induced deformation.
Medical image analysis 2006;10(5):752-63.
2006: Jay Giedd; Liv S Clasen; Rhoshel Lenroot; Deanna Greenstein; Greg Wallace; Sarah Ordaz; Elizabeth A Molloy; Jonathan D Blumenthal; Julia W Tossell; Catherine Stayer; Carole A Samango-Sprouse; Dinggang Shen; Christos Davatzikos; Deborah P Merke; George Chrousos
Puberty-related influences on brain development.
Molecular and cellular endocrinology 2006;254-255():154-62.
2006: Walter F Stewart; Brian S Schwartz; Christos Davatzikos; D Shen; D Liu; X Wu; A C Todd; W Shi; Susan S Bassett; D Youssem
Past adult lead exposure is linked to neurodegeneration measured by brain MRI.
Neurology 2006;66(10):1476-84.
2006: Bilge Karaçali; Christos Davatzikos
Simulation of tissue atrophy using a topology preserving transformation model.
IEEE transactions on medical imaging 2006;25(5):649-52.
2006: Zhong Xue; Dinggang Shen; Christos Davatzikos
CLASSIC: consistent longitudinal alignment and segmentation for serial image computing.
NeuroImage 2006;30(2):388-99.
2006: Yong Fan; Hengyi Rao; Joan M Giannetta; Hallam Hurt; Jiongjiong Wang; Christos Davatzikos; Dinggang Shen
Diagnosis of brain abnormality using both structural and functional MR images.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2006;Suppl():6585-8.
2006: Yong Fan; Hengyi Rao; Joan M Giannetta; Hallam Hurt; Jiongjiong Wang; Christos Davatzikos; Dinggang Shen
Diagnosis of brain abnormality using both structural and functional MR images.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2006;1():1044-7.
2006: Yiqiang Zhan; Michael Feldman; John Tomaszeweski; Christos Davatzikos; Dinggang Shen
Registering histological and MR images of prostate for image-based cancer detection.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2006;9(Pt 2):620-8.
2005: Christos Davatzikos; Kosha Ruparel; Yong Fan; D G Shen; M Acharyya; James Loughead; Ruben C Gur; Daniel D Langleben
Classifying spatial patterns of brain activity with machine learning methods: application to lie detection.
NeuroImage 2005;28(3):663-8.
2005: Christos Davatzikos; Dinggang Shen; Ruben C Gur; Xiaoying Wu; Dengfeng Liu; Yong Fan; Paul Hughett; Bruce I Turetsky; Raquel E Gur
Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities.
Archives of general psychiatry 2005;62(11):1218-27.
2005: Ragini Verma; Susumu Mori; Dinggang Shen; Paul J Yarowsky; Jiangyang Zhang; Christos Davatzikos
Spatiotemporal maturation patterns of murine brain quantified by diffusion tensor MRI and deformation-based morphometry.
Proceedings of the National Academy of Sciences of the United States of America 2005;102(19):6978-83.
2005: Ragini Verma; Christos Davatzikos; James Loughead; Tim Indersmitten; Ranliang Hu; Christian Kohler; Raquel E Gur; Ruben C Gur
Quantification of facial expressions using high-dimensional shape transformations.
Journal of neuroscience methods 2005;141(1):61-73.
2005: Zhong Xue; Dinggang Shen; Christos Davatzikos
CLASSIC: consistent longitudinal alignment and segmentation for serial image computing.
Information processing in medical imaging : proceedings of the ... conference 2005;19():101-13.
2005: Xiaodong Tao; Christos Davatzikos; Jerry L Prince
Using the fast marching method to extract curves with given global properties.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2005;8(Pt 2):870-7.
2005: Zhong Xue; Dinggang Shen; Bilge Karacali; Christos Davatzikos
Statistical representation and simulation of high-dimensional deformations: application to synthesizing brain deformations.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2005;8(Pt 2):500-8.
2005: Ashraf Mohamed; Dinggang Shen; Christos Davatzikos
Deformable registration of brain tumor images via a statistical model of tumor-induced deformation.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2005;8(Pt 2):263-70.
2005: Ashraf Mohamed; Christos Davatzikos
Finite element modeling of brain tumor mass-effect from 3D medical images.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2005;8(Pt 1):400-8.
2005: Yong Fan; Dinggang Shen; Christos Davatzikos
Classification of structural images via high-dimensional image warping, robust feature extraction, and SVM.
Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2005;8(Pt 1):1-8.
2005: Christos Davatzikos
Voxel-based morphometric analysis using shape transformations.
International review of neurobiology 2005;66():125-46.
2004: Zhong Xue; Dinggang Shen; Christos Davatzikos
Determining correspondence in 3-D MR brain images using attribute vectors as morphological signatures of voxels.
IEEE transactions on medical imaging 2004;23(10):1276-91.
2004: Dinggang Shen; Dengfeng Liu; Hong Liu; Liv S Clasen; Jay Giedd; Christos Davatzikos
Automated morphometric study of brain variation in XXY males.
NeuroImage 2004;23(2):648-53.
2004: Christos Davatzikos
Why voxel-based morphometric analysis should be used with great caution when characterizing group differences.
NeuroImage 2004;23(1):17-20.
2004: Tianming Liu; Dinggang Shen; Christos Davatzikos
Deformable registration of cortical structures via hybrid volumetric and surface warping.
NeuroImage 2004;22(4):1790-801.
2004: Bilge Karaçali; Christos Davatzikos
Estimating topology preserving and smooth displacement fields.
IEEE transactions on medical imaging 2004;23(7):868-80.
2004: Edward H Herskovits; Hanchuan Peng; Christos Davatzikos
A Bayesian morphometry algorithm.
IEEE transactions on medical imaging 2004;23(6):723-37.
2004: Dinggang Shen; Zhiqiang Lao; Jianchao Zeng; Wei Zhang; Isabel A Sesterhenn; Leon Sun; Judd W Moul; Edward H Herskovits; Gabor Fichtinger; Christos Davatzikos
Optimized prostate biopsy via a statistical atlas of cancer spatial distribution.
Medical image analysis 2004;8(2):139-50.
2004: Dinggang Shen; Christos Davatzikos
Measuring temporal morphological changes robustly in brain MR images via 4-dimensional template warping.
NeuroImage 2004;21(4):1508-17.
2004: Zhiqiang Lao; Dinggang Shen; Zhong Xue; Bilge Karacali; Susan M Resnick; Christos Davatzikos
Morphological classification of brains via high-dimensional shape transformations and machine learning methods.
NeuroImage 2004;21(1):46-57.
2003: Bilge Karaçali; Christos Davatzikos
Topology preservation and regularity in estimated deformation fields.
Information processing in medical imaging : proceedings of the ... conference 2003;18():426-37.
2003: Dongrong Xu; Susumu Mori; Dinggang Shen; Peter C M van Zijl; Christos Davatzikos
Spatial normalization of diffusion tensor fields.
Magnetic resonance in medicine : official journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine 2003;50(1):175-82.
2003: Christos Davatzikos; A Barzi; T Lawrie; ALEXANDER HOON JR.; Elias Melhem
Correlation of corpus callosal morphometry with cognitive and motor function in periventricular leukomalacia.
Neuropediatrics 2003;34(5):247-52.
2003: Susan M Resnick; Dzung L Pham; Michael A Kraut; Alan B Zonderman; Christos Davatzikos
Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain.
The Journal of neuroscience : the official journal of the Society for Neuroscience 2003;23(8):3295-301.
2003: Dinggang Shen; Yiqiang Zhan; Christos Davatzikos
Segmentation of prostate boundaries from ultrasound images using statistical shape model.
IEEE transactions on medical imaging 2003;22(4):539-51.
2003: Christos Davatzikos; Xiaodong Tao; Dinggang Shen
Hierarchical active shape models, using the wavelet transform.
IEEE transactions on medical imaging 2003;22(3):414-23.
2003: John Ashburner; John G Csernansky; Christos Davatzikos; Nick C Fox; Giovanni B Frisoni; Paul M Thompson
Computer-assisted imaging to assess brain structure in healthy and diseased brains.
Lancet neurology 2003;2(2):79-88.
2003: Dinggang Shen; Christos Davatzikos
Very high-resolution morphometry using mass-preserving deformations and HAMMER elastic registration.
NeuroImage 2003;18(1):28-41.
2002: Dinggang Shen; Christos Davatzikos
HAMMER: hierarchical attribute matching mechanism for elastic registration.
IEEE transactions on medical imaging 2002;21(11):1421-39.
2002: Dongrong Xu; Susumu Mori; Meiyappan Solaiyappan; Peter C M van Zijl; Christos Davatzikos
A framework for callosal fiber distribution analysis.
NeuroImage 2002;17(3):1131-43.
2002: Christos Davatzikos; Dengfeng Liu; Dinggang Shen; Edward H Herskovits
Spatial normalization of spine MR images for statistical correlation of lesions with clinical symptoms.
Radiology 2002;224(3):919-26.
2002: Edward H Herskovits; Joan P Gerring; Christos Davatzikos; R Nick Bryan
Is the spatial distribution of brain lesions associated with closed-head injury in children predictive of subsequent development of posttraumatic stress disorder?
Radiology 2002;224(2):345-51.
2002: Christos Davatzikos; Susan M Resnick
Degenerative age changes in white matter connectivity visualized in vivo using magnetic resonance imaging.
Cerebral cortex (New York, N.Y. : 1991) 2002;12(7):767-71.
2002: Xiaodong Tao; Jerry L Prince; Christos Davatzikos
Using a statistical shape model to extract sulcal curves on the outer cortex of the human brain.
IEEE transactions on medical imaging 2002;21(5):513-24.
2002: Christos Davatzikos; R Nick Bryan
Morphometric analysis of cortical sulci using parametric ribbons: a study of the central sulcus.
Journal of computer assisted tomography 2002;26(2):298-307.
2002: Susumu Mori; Walter E Kaufmann; Christos Davatzikos; Bram Stieltjes; Laura Amodei; Kim Fredericksen; Godfrey D Pearlson; Elias Melhem; Meiyappan Solaiyappan; Gerald V Raymond; Hugo W Moser; Peter C M van Zijl
Imaging cortical association tracts in the human brain using diffusion-tensor-based axonal tracking.
Magnetic resonance in medicine : official journal of the Society of Magnetic Resonance in Medicine / Society of Magnetic Resonance in Medicine 2002;47(2):215-23.
2002: Dinggang Shen; Scott D Moffat; Susan M Resnick; Christos Davatzikos
Measuring size and shape of the hippocampus in MR images using a deformable shape model.
NeuroImage 2002;15(2):422-34.
2001: Christos Davatzikos; A Genc; Desheng Xu; Susan M Resnick
Voxel-based morphometry using the RAVENS maps: methods and validation using simulated longitudinal atrophy.
NeuroImage 2001;14(6):1361-9.
2001: Christos Davatzikos; D Shen; A Mohamed; Stelios K Kyriacou
A framework for predictive modeling of anatomical deformations.
IEEE transactions on medical imaging 2001;20(8):836-43.
2001: Dinggang Shen; Edward H Herskovits; Christos Davatzikos
An adaptive-focus statistical shape model for segmentation and shape modeling of 3-D brain structures.
IEEE transactions on medical imaging 2001;20(4):257-70.
2001: Christos Davatzikos; H H Li; Edward H Herskovits; Susan M Resnick
Accuracy and sensitivity of detection of activation foci in the brain via statistical parametric mapping: a study using a PET simulator.
NeuroImage 2001;13(1):176-84.
2000: V Megalooikonomou; Christos Davatzikos; Edward H Herskovits
A simulator for evaluating methods for the detection of lesion-deficit associations.
Human brain mapping 2000;10(2):61-73.
2000: Susan M Resnick; Alberto F Goldszal; Christos Davatzikos; S Golski; Michael A Kraut; E J Metter; R Nick Bryan; Alan B Zonderman
One-year age changes in MRI brain volumes in older adults.
Cerebral cortex (New York, N.Y. : 1991) 2000;10(5):464-72.
2000: R Liao; J A Williams; L Myers; S Li; Russell H Taylor; Christos Davatzikos
Optimization of multiple-isocenter treatment planning for linac-based stereotactic radiosurgery.
Computer aided surgery : official journal of the International Society for Computer Aided Surgery 2000;5(4):220-33.
1999: Edward H Herskovits; V Megalooikonomou; Christos Davatzikos; Anita Chen; R Nick Bryan; Joan P Gerring
Is the spatial distribution of brain lesions associated with closed-head injury predictive of subsequent development of attention-deficit/hyperactivity disorder? Analysis with brain-image database.
Radiology 1999;213(2):389-94.
1999: Stelios K Kyriacou; Christos Davatzikos; S James Zinreich; R N Bryan
Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model.
IEEE transactions on medical imaging 1999;18(7):580-92.
1998: A Manceaux-Demiau; R Nick Bryan; Christos Davatzikos
A probabilistic ribbon model for shape analysis of the cerebral sulci: application to the central sulcus.
Journal of computer assisted tomography 1998;22(6):962-71.
1998: Christos Davatzikos; Susan M Resnick
Sex differences in anatomic measures of interhemispheric connectivity: correlations with cognition in women but not men.
Cerebral cortex (New York, N.Y. : 1991) 1998;8(7):635-40.
1998: Alberto F Goldszal; Christos Davatzikos; Dzung L Pham; M X Yan; R Nick Bryan; Susan M Resnick
An image-processing system for qualitative and quantitative volumetric analysis of brain images.
Journal of computer assisted tomography 1998;22(5):827-37.
1998: Christos Davatzikos
Mapping image data to stereotaxic spaces: applications to brain mapping.
Human brain mapping 1998;6(5-6):334-8.
1997: M Vaillant; Christos Davatzikos
Finding parametric representations of the cortical sulci using an active contour model.
Medical image analysis 1997;1(4):295-315.
1997: Christos Davatzikos
Spatial transformation and registration of brain images using elastically deformable models.
Computer vision and image understanding : CVIU 1997;66(2):207-22.
1996: Christos Davatzikos
Spatial normalization of 3D brain images using deformable models.
Journal of computer assisted tomography 1996;20(4):656-65.
1996: Christos Davatzikos; N Bryan
Using a deformable surface model to obtain a shape representation of the cortex.
IEEE transactions on medical imaging 1996;15(6):785-95.
1996: Christos Davatzikos; Jerry L Prince; R N Bryan
Image registration based on boundary mapping.
IEEE transactions on medical imaging 1996;15(1):112-5.
1996: Christos Davatzikos; M Vaillant; Susan M Resnick; Jerry L Prince; S Letovsky; R Nick Bryan
A computerized approach for morphological analysis of the corpus callosum.
Journal of computer assisted tomography 1996;20(1):88-97.
1995: Christos Davatzikos; Jerry L Prince
An active contour model for mapping the cortex.
IEEE transactions on medical imaging 1995;14(1):65-80.
1992: H W Müller-Gärtner; Jonathan M Links; Jerry L Prince; R Nick Bryan; Elliot R McVeigh; Jeffrey Leal; Christos Davatzikos; J James Frost
Measurement of radiotracer concentration in brain gray matter using positron emission tomography: MRI-based correction for partial volume effects.
Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism 1992;12(4):571-83.