Christos Davatzikos - Publications

Affiliations: 
Electrical Engineering University of Pennsylvania, Philadelphia, PA, United States 
Area:
Information and Decision Systems

268 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Pati S, Singh A, Rathore S, Gastounioti A, Bergman M, Ngo P, Ha SM, Bounias D, Minock J, Murphy G, Li H, Bhattarai A, Wolf A, Sridaran P, Kalarot R, ... ... Davatzikos C, et al. The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview. Brainlesion : Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. Brainles (Workshop). 11993: 380-394. PMID 32754723 DOI: 10.1007/978-3-030-46643-5_38  0.52
2020 Neufeld NH, Kaczkurkin AN, Sotiras A, Mulsant BH, Dickie EW, Flint AJ, Meyers BS, Alexopoulos GS, Rothschild AJ, Whyte EM, Mah L, Nierenberg J, Hoptman MJ, Davatzikos C, Satterthwaite TD, et al. Structural brain networks in remitted psychotic depression. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 32109935 DOI: 10.1038/s41386-020-0646-7  0.52
2020 Chand GB, Dwyer DB, Erus G, Sotiras A, Varol E, Srinivasan D, Doshi J, Pomponio R, Pigoni A, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, ... ... Davatzikos C, et al. Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning. Brain : a Journal of Neurology. PMID 32103250 DOI: 10.1093/brain/awaa025  0.52
2019 Chen J, Patil KR, Weis S, Sim K, Nickl-Jockschat T, Zhou J, Aleman A, Sommer IE, Liemburg EJ, Hoffstaedter F, Habel U, Derntl B, Liu X, Fischer JM, Kogler L, ... ... Davatzikos C, et al. Neurobiological Divergence of the Positive and Negative Schizophrenia Subtypes Identified on a New Factor Structure of Psychopathology Using Non-negative Factorization: An International Machine Learning Study. Biological Psychiatry. PMID 31748126 DOI: 10.1016/j.biopsych.2019.08.031  0.52
2019 Kaczkurkin AN, Sotiras A, Baller EB, Barzilay R, Calkins ME, Chand GB, Cui Z, Erus G, Fan Y, Gur RE, Gur RC, Moore TM, Roalf DR, Rosen AFG, Ruparel K, ... ... Davatzikos C, et al. Neurostructural Heterogeneity in Youths With Internalizing Symptoms. Biological Psychiatry. PMID 31690494 DOI: 10.1016/j.biopsych.2019.09.005  0.52
2019 Jirsaraie RJ, Kaczkurkin AN, Rush S, Piiwia K, Adebimpe A, Bassett DS, Bourque J, Calkins ME, Cieslak M, Ciric R, Cook PA, Davila D, Elliott MA, Leibenluft E, Murtha K, ... ... Davatzikos C, et al. Accelerated cortical thinning within structural brain networks is associated with irritability in youth. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 31476764 DOI: 10.1038/s41386-019-0508-3  0.52
2019 Kaczkurkin AN, Park SS, Sotiras A, Moore TM, Calkins ME, Cieslak M, Rosen AFG, Ciric R, Xia CH, Cui Z, Sharma A, Wolf DH, Ruparel K, Pine DS, Shinohara RT, ... ... Davatzikos C, et al. Evidence for Dissociable Linkage of Dimensions of Psychopathology to Brain Structure in Youths. The American Journal of Psychiatry. appiajp201918070835. PMID 31230463 DOI: 10.1176/appi.ajp.2019.18070835  0.52
2019 Toledo JB, Habes M, Sotiras A, Bjerke M, Fan Y, Weiner MW, Shaw LM, Davatzikos C, Trojanowski JQ. APOE Effect on Amyloid-β PET Spatial Distribution, Deposition Rate, and Cut-Points. Journal of Alzheimer's Disease : Jad. PMID 31127775 DOI: 10.3233/JAD-181282  0.52
2019 Davatzikos C, Sotiras A, Fan Y, Habes M, Erus G, Rathore S, Bakas S, Chitalia R, Gastounioti A, Kontos D. Precision diagnostics based on machine learning-derived imaging signatures. Magnetic Resonance Imaging. PMID 31071473 DOI: 10.1016/j.mri.2019.04.012  0.52
2019 Ouyang M, Jeon T, Sotiras A, Peng Q, Mishra V, Halovanic C, Chen M, Chalak L, Rollins N, Roberts TPL, Davatzikos C, Huang H. Differential cortical microstructural maturation in the preterm human brain with diffusion kurtosis and tensor imaging. Proceedings of the National Academy of Sciences of the United States of America. PMID 30782802 DOI: 10.1073/pnas.1812156116  0.52
2018 Habes M, Sotiras A, Erus G, Toledo JB, Janowitz D, Wolk DA, Shou H, Bryan NR, Doshi J, Völzke H, Schminke U, Hoffmann W, Resnick SM, Grabe HJ, Davatzikos C. White matter lesions: Spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy. Neurology. PMID 30076276 DOI: 10.1212/WNL.0000000000006116  0.52
2018 Nassar R, Kaczkurkin AN, Xia CH, Sotiras A, Pehlivanova M, Moore TM, Garcia de La Garza A, Roalf DR, Rosen AFG, Lorch SA, Ruparel K, Shinohara RT, Davatzikos C, Gur RC, Gur RE, et al. Gestational Age is Dimensionally Associated with Structural Brain Network Abnormalities Across Development. Cerebral Cortex (New York, N.Y. : 1991). PMID 29688290 DOI: 10.1093/cercor/bhy091  0.52
2018 Varol E, Sotiras A, Davatzikos C. MIDAS: Regionally linear multivariate discriminative statistical mapping. Neuroimage. PMID 29524624 DOI: 10.1016/j.neuroimage.2018.02.060  0.52
2018 Varikuti DP, Genon S, Sotiras A, Schwender H, Hoffstaedter F, Patil KR, Jockwitz C, Caspers S, Moebus S, Amunts K, Davatzikos C, Eickhoff SB. Evaluation of non-negative matrix factorization of grey matter in age prediction. Neuroimage. PMID 29518572 DOI: 10.1016/j.neuroimage.2018.03.007  0.52
2018 Pehlivanova M, Wolf DH, Sotiras A, Kaczkurkin A, Moore TM, Ciric R, Cook PA, de La Garza AG, Rosen A, Ruparel K, Sharma A, Shinohara RT, Roalf DR, Gur RC, Davatzikos C, et al. Diminished Cortical Thickness is Associated with Impulsive Choice in Adolescence. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 29440536 DOI: 10.1523/JNEUROSCI.2200-17.2018  0.52
2018 Davatzikos C, Rathore S, Bakas S, Pati S, Bergman M, Kalarot R, Sridharan P, Gastounioti A, Jahani N, Cohen E, Akbari H, Tunc B, Doshi J, Parker D, Hsieh M, et al. Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome. Journal of Medical Imaging (Bellingham, Wash.). 5: 011018. PMID 29340286 DOI: 10.1117/1.JMI.5.1.011018  0.96
2017 Bakas S, Akbari H, Sotiras A, Bilello M, Rozycki M, Kirby JS, Freymann JB, Farahani K, Davatzikos C. Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features. Scientific Data. 4: 170117. PMID 28872634 DOI: 10.1038/sdata.2017.117  0.52
2017 Sotiras A, Toledo JB, Gur RE, Gur RC, Satterthwaite TD, Davatzikos C. Patterns of coordinated cortical remodeling during adolescence and their associations with functional specialization and evolutionary expansion. Proceedings of the National Academy of Sciences of the United States of America. PMID 28289224 DOI: 10.1073/pnas.1620928114  0.52
2016 Zeng K, Bakas S, Sotiras A, Akbari H, Rozycki M, Rathore S, Pati S, Davatzikos C. Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework. Brainlesion : Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries : Second International Workshop, Brainles 2016, With the Challenges On Brats, Isles and Mtop 2016, Held in Conjunction With Miccai 2016, Athens, Greece, Octob.... 10154: 184-194. PMID 28725878 DOI: 10.1007/978-3-319-55524-9_18  0.52
2016 Bakas S, Zeng K, Sotiras A, Rathore S, Akbari H, Gaonkar B, Rozycki M, Pati S, Davatzikos C. GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation. Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries : First International Workshop, Brainles 2015, Held in Conjunction With Miccai 2015, Munich, Germany, October 5, 2015, Revised Selected Papers. 9556: 144-155. PMID 28725877 DOI: 10.1007/978-3-319-30858-6_1  0.52
2016 Varol E, Sotiras A, Davatzikos C. Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9900: 300-307. PMID 28670650 DOI: 10.1007/978-3-319-46720-7_35  0.52
2016 Zeng K, Erus G, Sotiras A, Shinohara RT, Davatzikos C. Abnormality detection via iterative deformable registration and basis-pursuit decomposition. Ieee Transactions On Medical Imaging. PMID 28113459 DOI: 10.1109/TMI.2016.2538998  0.52
2016 Dong A, Toledo JB, Honnorat N, Doshi J, Varol E, Sotiras A, Wolk D, Trojanowski JQ, Davatzikos C. Heterogeneity of neuroanatomical patterns in prodromal Alzheimer's disease: links to cognition, progression and biomarkers. Brain : a Journal of Neurology. PMID 28003242 DOI: 10.1093/brain/aww319  0.52
2016 Kandel BM, Avants BB, Gee JC, McMillan CT, Erus G, Doshi J, Davatzikos C, Wolk DA. White matter hyperintensities are more highly associated with preclinical Alzheimer's disease than imaging and cognitive markers of neurodegeneration. Alzheimer's & Dementia (Amsterdam, Netherlands). 4: 18-27. PMID 27489875 DOI: 10.1016/j.dadm.2016.03.001  0.96
2016 Bilello M, Akbari H, Da X, Pisapia JM, Mohan S, Wolf RL, O'Rourke DM, Martinez-Lage M, Davatzikos C. Population-based MRI atlases of spatial distribution are specific to patient and tumor characteristics in glioblastoma. Neuroimage. Clinical. 12: 34-40. PMID 27358767 DOI: 10.1016/j.nicl.2016.03.007  0.96
2016 Allen GI, Amoroso N, Anghel C, Balagurusamy V, Bare CJ, Beaton D, Bellotti R, Bennett DA, Boehme K, Boutros PC, Caberlotto L, Caloian C, Campbell F, Neto EC, Chang YC, ... ... Davatzikos C, et al. Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease. Alzheimer's & Dementia : the Journal of the Alzheimer's Association. PMID 27079753 DOI: 10.1016/j.jalz.2016.02.006  0.96
2016 Zeng K, Erus G, Sotiras A, Shinohara RT, Davatzikos C. Abnormality detection via iterative deformable registration and basis-pursuit decomposition. Ieee Transactions On Medical Imaging. PMID 27046847 DOI: 10.1109/TMI.2016.2538998  0.96
2016 Gross P, Honnorat N, Varol E, Wallner M, Trappanese DM, Sharp TE, Starosta T, Duran JM, Koller S, Davatzikos C, Houser SR. Nuquantus: Machine learning software for the characterization and quantification of cell nuclei in complex immunofluorescent tissue images. Scientific Reports. 6: 23431. PMID 27005843 DOI: 10.1038/srep23431  0.96
2016 Satterthwaite TD, Wolf DH, Calkins ME, Vandekar SN, Erus G, Ruparel K, Roalf DR, Linn KA, Elliott MA, Moore TM, Hakonarson H, Shinohara RT, Davatzikos C, Gur RC, Gur RE. Structural Brain Abnormalities in Youth With Psychosis Spectrum Symptoms. Jama Psychiatry. PMID 26982085 DOI: 10.1001/jamapsychiatry.2015.3463  0.96
2016 Zhang T, Casanova R, Resnick SM, Manson JE, Baker LD, Padual CB, Kuller LH, Bryan RN, Espeland MA, Davatzikos C. Effects of Hormone Therapy on Brain Volumes Changes of Postmenopausal Women Revealed by Optimally-Discriminative Voxel-Based Morphometry. Plos One. 11: e0150834. PMID 26974440 DOI: 10.1371/journal.pone.0150834  0.96
2016 Varol E, Sotiras A, Davatzikos C. HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework. Neuroimage. PMID 26923371 DOI: 10.1016/j.neuroimage.2016.02.041  0.52
2016 Linn KA, Gaonkar B, Satterthwaite TD, Doshi J, Davatzikos C, Shinohara RT. Control-Group Feature Normalization for Multivariate Pattern Analysis of Structural MRI Data using the Support Vector Machine. Neuroimage. PMID 26915498 DOI: 10.1016/j.neuroimage.2016.02.044  0.96
2016 Habes M, Erus G, Toledo JB, Zhang T, Bryan N, Launer LJ, Rosseel Y, Janowitz D, Doshi J, Van der Auwera S, von Sarnowski B, Hegenscheid K, Hosten N, Homuth G, Völzke H, ... ... Davatzikos C, et al. White matter hyperintensities and imaging patterns of brain ageing in the general population. Brain : a Journal of Neurology. PMID 26912649 DOI: 10.1093/brain/aww008  0.96
2016 Petrou M, Davatzikos C, Hsieh M, Foerster BR, Albin RL, Kotagal V, Müller ML, Koeppe RA, Herman WH, Frey KA, Bohnen NI. Diabetes, Gray Matter Loss, and Cognition in the Setting of Parkinson Disease. Academic Radiology. PMID 26874576 DOI: 10.1016/j.acra.2015.07.014  0.96
2016 Moore TM, Reise SP, Roalf DR, Satterthwaite TD, Davatzikos C, Bilker WB, Port AM, Jackson CT, Ruparel K, Savitt AP, Baron RB, Gur RE, Gur RC. Development of an Itemwise Efficiency Scoring Method: Concurrent, Convergent, Discriminant, and Neuroimaging-Based Predictive Validity Assessed in a Large Community Sample. Psychological Assessment. PMID 26866796 DOI: 10.1037/pas0000284  0.96
2016 Akbari H, Macyszyn L, Da X, Bilello M, Wolf RL, Martinez-Lage M, Biros G, Alonso-Basanta M, OʼRourke DM, Davatzikos C. Imaging Surrogates of Infiltration Obtained Via Multiparametric Imaging Pattern Analysis Predict Subsequent Location of Recurrence of Glioblastoma. Neurosurgery. PMID 26813856 DOI: 10.1227/NEU.0000000000001202  0.96
2016 Espeland MA, Erickson K, Neiberg RH, Jakicic JM, Wadden TA, Wing RR, Desiderio L, Erus G, Hsieh MK, Davatzikos C, Maschak-Carey BJ, Laurienti PJ, Demos-McDermott K, Nick Bryan R, Berkowitz RI, et al. Brain and white matter hyperintensity volumes after 10 years of random assignment to lifestyle intervention Diabetes Care. 39: 764-771. DOI: 10.2337/dc15-2230  0.96
2016 Habes M, Janowitz D, Erus G, Toledo JB, Resnick SM, Doshi J, Van Der Auwera S, Wittfeld K, Hegenscheid K, Hosten N, Biffar R, Homuth G, Völzke H, Grabe HJ, Hoffmann W, ... Davatzikos C, et al. Advanced brain aging: Relationship with epidemiologic and genetic risk factors, and overlap with Alzheimer disease atrophy patterns Translational Psychiatry. 6. DOI: 10.1038/tp.2016.39  0.96
2016 Bakas S, Zeng K, Sotiras A, Rathore S, Akbari H, Gaonkar B, Rozycki M, Pati S, Davatzikos C. GLISTRboost: Combining multimodal MRI segmentation, registration, and biophysical tumor growth modeling with gradient boosting machines for glioma segmentation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9556: 144-155. DOI: 10.1007/978-3-319-30858-6_13  0.96
2015 Varol E, Sotiras A, Davatzikos C. Disentangling Disease Heterogeneity with Max-Margin Multiple Hyperplane Classifier. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 9349: 702-709. PMID 28717788 DOI: 10.1007/978-3-319-24553-9_86  0.52
2015 Doshi J, Erus G, Ou Y, Resnick SM, Gur RC, Gur RE, Satterthwaite TD, Furth S, Davatzikos C. MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection. Neuroimage. PMID 26679328 DOI: 10.1016/j.neuroimage.2015.11.073  0.96
2015 Linn KA, Gaonkar B, Doshi J, Davatzikos C, Shinohara RT. Addressing Confounding in Predictive Models with an Application to Neuroimaging. The International Journal of Biostatistics. PMID 26641972 DOI: 10.1515/ijb-2015-0030  0.96
2015 Eavani H, Hsieh MK, An Y, Erus G, Beason-Held L, Resnick S, Davatzikos C. Capturing heterogeneous group differences using mixture-of-experts: Application to a study of aging. Neuroimage. 125: 498-514. PMID 26525656 DOI: 10.1016/j.neuroimage.2015.10.045  0.96
2015 Dong A, Honnorat N, Gaonkar B, Davatzikos C. CHIMERA: Clustering of heterogeneous disease effects via distribution matching of imaging patterns. Ieee Transactions On Medical Imaging. PMID 26452275 DOI: 10.1109/TMI.2015.2487423  0.96
2015 Wisse LE, Butala N, Das SR, Davatzikos C, Dickerson BC, Vaishnavi SN, Yushkevich PA, Wolk DA. Suspected non-AD pathology in mild cognitive impairment. Neurobiology of Aging. PMID 26422359 DOI: 10.1016/j.neurobiolaging.2015.08.029  0.96
2015 Bilello M, Doshi J, Nabavizadeh SA, Toledo JB, Erus G, Xie SX, Trojanowski JQ, Han X, Davatzikos C. Correlating Cognitive Decline with White Matter Lesion and Brain Atrophy Magnetic Resonance Imaging Measurements in Alzheimer's Disease. Journal of Alzheimer's Disease : Jad. PMID 26402108 DOI: 10.3233/JAD-150400  0.96
2015 Satterthwaite TD, Davatzikos C. Towards an Individualized Delineation of Functional Neuroanatomy. Neuron. 87: 471-3. PMID 26247857 DOI: 10.1016/j.neuron.2015.07.009  0.96
2015 Rojas KD, Montero ML, Yao J, Messing E, Fazili A, Joseph J, Ou Y, Rubens DJ, Parker KJ, Davatzikos C, Castaneda B. Methodology to study the three-dimensional spatial distribution of prostate cancer and their dependence on clinical parameters. Journal of Medical Imaging (Bellingham, Wash.). 2: 037502. PMID 26236756 DOI: 10.1117/1.JMI.2.3.037502  0.96
2015 Gaonkar B, T Shinohara R, Davatzikos C. Interpreting support vector machine models for multivariate group wise analysis in neuroimaging. Medical Image Analysis. 24: 190-204. PMID 26210913 DOI: 10.1016/j.media.2015.06.008  0.96
2015 Macyszyn L, Akbari H, Pisapia JM, Da X, Attiah M, Pigrish V, Bi Y, Pal S, Davuluri RV, Roccograndi L, Dahmane N, Martinez-Lage M, Biros G, Wolf RL, Bilello M, ... ... Davatzikos C, et al. Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques. Neuro-Oncology. PMID 26188015 DOI: 10.1093/neuonc/nov127  0.96
2015 Toledo JB, Bjerke M, Chen K, Rozycki M, Jack CR, Weiner MW, Arnold SE, Reiman EM, Davatzikos C, Shaw LM, Trojanowski JQ. Memory, executive, and multidomain subtle cognitive impairment: Clinical and biomarker findings. Neurology. 85: 144-53. PMID 26085606 DOI: 10.1212/WNL.0000000000001738  0.96
2015 Ashraf A, Gaonkar B, Mies C, DeMichele A, Rosen M, Davatzikos C, Kontos D. Breast DCE-MRI Kinetic Heterogeneity Tumor Markers: Preliminary Associations With Neoadjuvant Chemotherapy Response. Translational Oncology. 8: 154-62. PMID 26055172 DOI: 10.1016/j.tranon.2015.03.005  0.96
2015 Koutsouleris N, Meisenzahl EM, Borgwardt S, Riecher-Rössler A, Frodl T, Kambeitz J, Köhler Y, Falkai P, Möller HJ, Reiser M, Davatzikos C. Individualized differential diagnosis of schizophrenia and mood disorders using neuroanatomical biomarkers. Brain : a Journal of Neurology. 138: 2059-73. PMID 25935725 DOI: 10.1093/brain/awv111  0.96
2015 Hartung EA, Laney N, Kim JY, Ruebner RL, Detre JA, Liu HS, Davatzikos C, Erus G, Doshi JJ, Schultz RT, Herrington JD, Jawad AF, Moodalbail DG, Gur RC, Port AM, et al. Design and methods of the NiCK study: neurocognitive assessment and magnetic resonance imaging analysis of children and young adults with chronic kidney disease. Bmc Nephrology. 16: 66. PMID 25924831 DOI: 10.1186/s12882-015-0061-1  0.96
2015 Haight TJ, Bryan RN, Erus G, Davatzikos C, Jacobs DR, D'Esposito M, Lewis CE, Launer LJ. Vascular risk factors, cerebrovascular reactivity, and the default-mode brain network. Neuroimage. 115: 7-16. PMID 25917517 DOI: 10.1016/j.neuroimage.2015.04.039  0.96
2015 Tian Q, Studenski SA, Resnick SM, Davatzikos C, Ferrucci L. Midlife and Late-Life Cardiorespiratory Fitness and Brain Volume Changes in Late Adulthood: Results From the Baltimore Longitudinal Study of Aging. The Journals of Gerontology. Series a, Biological Sciences and Medical Sciences. PMID 25896993 DOI: 10.1093/gerona/glv041  0.96
2015 Haris M, Yadav SK, Rizwan A, Singh A, Cai K, Kaura D, Wang E, Davatzikos C, Trojanowski JQ, Melhem ER, Marincola FM, Borthakur A. T1rho MRI and CSF biomarkers in diagnosis of Alzheimer's disease. Neuroimage. Clinical. 7: 598-604. PMID 25844314 DOI: 10.1016/j.nicl.2015.02.016  0.96
2015 Toledo JB, Bjerke M, Da X, Landau SM, Foster NL, Jagust W, Jack C, Weiner M, Davatzikos C, Shaw LM, Trojanowski JQ. Nonlinear Association Between Cerebrospinal Fluid and Florbetapir F-18 β-Amyloid Measures Across the Spectrum of Alzheimer Disease. Jama Neurology. 72: 571-81. PMID 25822737 DOI: 10.1001/jamaneurol.2014.4829  0.96
2015 Launer LJ, Lewis CE, Schreiner PJ, Sidney S, Battapady H, Jacobs DR, Lim KO, D'Esposito M, Zhang Q, Reis J, Davatzikos C, Bryan RN. Vascular factors and multiple measures of early brain health: CARDIA brain MRI study. Plos One. 10: e0122138. PMID 25812012 DOI: 10.1371/journal.pone.0122138  0.96
2015 Gaonkar B, Macyszyn L, Bilello M, Sadaghiani MS, Akbari H, Atthiah MA, Ali ZS, Da X, Zhan Y, Rourke DO, Grady SM, Davatzikos C. Automated tumor volumetry using computer-aided image segmentation. Academic Radiology. 22: 653-61. PMID 25770633 DOI: 10.1016/j.acra.2015.01.005  0.96
2015 Satterthwaite TD, Kable JW, Vandekar L, Katchmar N, Bassett DS, Baldassano CF, Ruparel K, Elliott MA, Sheline YI, Gur RC, Gur RE, Davatzikos C, Leibenluft E, Thase ME, Wolf DH. Common and Dissociable Dysfunction of the Reward System in Bipolar and Unipolar Depression. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. 40: 2258-68. PMID 25767910 DOI: 10.1038/npp.2015.75  0.96
2015 Kambeitz J, Kambeitz-Ilankovic L, Leucht S, Wood S, Davatzikos C, Malchow B, Falkai P, Koutsouleris N. Detecting neuroimaging biomarkers for schizophrenia: a meta-analysis of multivariate pattern recognition studies. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. 40: 1742-51. PMID 25601228 DOI: 10.1038/npp.2015.22  0.96
2015 Sotiras A, Resnick SM, Davatzikos C. Finding imaging patterns of structural covariance via Non-Negative Matrix Factorization. Neuroimage. 108: 1-16. PMID 25497684 DOI: 10.1016/j.neuroimage.2014.11.045  0.96
2015 Honnorat N, Eavani H, Satterthwaite TD, Gur RE, Gur RC, Davatzikos C. GraSP: geodesic Graph-based Segmentation with Shape Priors for the functional parcellation of the cortex. Neuroimage. 106: 207-21. PMID 25462796 DOI: 10.1016/j.neuroimage.2014.11.008  0.96
2015 Petitjean C, Zuluaga MA, Bai W, Dacher JN, Grosgeorge D, Caudron J, Ruan S, Ayed IB, Cardoso MJ, Chen HC, Jimenez-Carretero D, Ledesma-Carbayo MJ, Davatzikos C, Doshi J, Erus G, et al. Right ventricle segmentation from cardiac MRI: a collation study. Medical Image Analysis. 19: 187-202. PMID 25461337 DOI: 10.1016/j.media.2014.10.004  0.96
2015 Erus G, Battapady H, Zhang T, Lovato J, Miller ME, Williamson JD, Launer LJ, Bryan RN, Davatzikos C. Spatial patterns of structural brain changes in type 2 diabetic patients and their longitudinal progression with intensive control of blood glucose. Diabetes Care. 38: 97-104. PMID 25336747 DOI: 10.2337/dc14-1196  0.96
2015 Eavani H, Satterthwaite TD, Filipovych R, Gur RE, Gur RC, Davatzikos C. Identifying Sparse Connectivity Patterns in the brain using resting-state fMRI. Neuroimage. 105: 286-99. PMID 25284301 DOI: 10.1016/j.neuroimage.2014.09.058  0.96
2015 Ou Y, Weinstein SP, Conant EF, Englander S, Da X, Gaonkar B, Hsieh MK, Rosen M, DeMichele A, Davatzikos C, Kontos D. Deformable registration for quantifying longitudinal tumor changes during neoadjuvant chemotherapy. Magnetic Resonance in Medicine. 73: 2343-56. PMID 25046843 DOI: 10.1002/mrm.25368  0.96
2015 Erus G, Battapady H, Satterthwaite TD, Hakonarson H, Gur RE, Davatzikos C, Gur RC. Imaging patterns of brain development and their relationship to cognition. Cerebral Cortex (New York, N.Y. : 1991). 25: 1676-84. PMID 24421175 DOI: 10.1093/cercor/bht425  0.96
2015 Gooya A, Davatzikos C, Frangi AF. A Bayesian approach to sparse model selection in statistical shape models Siam Journal On Imaging Sciences. 8: 858-887. DOI: 10.1137/140982039  0.96
2015 Yu N, Wu J, Weinstein SP, Gaonkar B, Keller BM, Ashraf AB, Jiang Y, Davatzikos C, Conant EF, Kontos D. A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9414. DOI: 10.1117/12.2081943  0.96
2015 Wu J, Ou Y, Weinstein SP, Conant EF, Yu N, Hoshmand V, Keller B, Ashraf AB, Rosen M, Demichele A, Davatzikos C, Kontos D. Quantification of tumor changes during neoadjuvant chemotherapy with longitudinal breast DCE-MRI registration Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9414. DOI: 10.1117/12.2081938  0.96
2015 Kanas VG, Zacharaki EI, Davatzikos C, Sgarbas KN, Megalooikonomou V. A low cost approach for brain tumor segmentation based on intensity modeling and 3D Random Walker Biomedical Signal Processing and Control. 22: 19-30. DOI: 10.1016/j.bspc.2015.06.004  0.96
2015 Gong Z, Zhao D, Li C, Tan W, Davatzikos C. A robust energy minimization algorithm for MS-lesion segmentation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9474: 521-530. DOI: 10.1007/978-3-319-27857-5_47  0.96
2015 Kwon D, Zeng K, Bilello M, Davatzikos C. Estimating patient specific templates for pre-operative and follow-up brain tumor registration Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9350: 222-229. DOI: 10.1007/978-3-319-24571-3_27  0.96
2015 Varol E, Sotiras A, Davatzikos C. Disentangling disease heterogeneity with max-margin multiple hyperplane classifier Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9349: 702-709. DOI: 10.1007/978-3-319-24553-9_86  0.96
2015 Wang X, Zhang T, Chaim TM, Zanetti MV, Davatzikos C. Classification of MRI under the presence of disease heterogeneity using multi-task learning: Application to bipolar disorder Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 9349: 125-132. DOI: 10.1007/978-3-319-24553-9_16  0.96
2015 Davatzikos C, Verma R, Shen D. Statistical atlases Handbook of Biomedical Imaging: Methodologies and Clinical Research. 125-145. DOI: 10.1007/978-0-387-09749-7_7  0.96
2015 Sotiras A, Ou Y, Paragios N, Davatzikos C. Graph-based deformable image registration Handbook of Biomedical Imaging: Methodologies and Clinical Research. 331-359. DOI: 10.1007/978-0-387-09749-7_18  0.96
2014 Varol E, Davatzikos C. Supervised block sparse dictionary learning for simultaneous clustering and classification in computational anatomy. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 446-53. PMID 25485410 DOI: 10.1007/978-3-319-10470-6_56  0.96
2014 Kwon D, Shinohara RT, Akbari H, Davatzikos C. Combining generative models for multifocal glioma segmentation and registration. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 763-70. PMID 25333188 DOI: 10.1007/978-3-319-10404-1_95  0.96
2014 Eavani H, Satterthwaite TD, Gur RE, Gur RC, Davatzikos C. Discriminative sparse connectivity patterns for classification of fMRI Data. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 17: 193-200. PMID 25320799 DOI: 10.1007/978-3-319-10443-0_25  0.96
2014 Chaim TM, Zhang T, Zanetti MV, da Silva MA, Louzã MR, Doshi J, Serpa MH, Duran FL, Caetano SC, Davatzikos C, Busatto GF. Multimodal magnetic resonance imaging study of treatment-naïve adults with attention-deficit/hyperactivity disorder. Plos One. 9: e110199. PMID 25310815 DOI: 10.1371/journal.pone.0110199  0.96
2014 Zhang Z, Lovato J, Battapady H, Davatzikos C, Gerstein HC, Ismail-Beigi F, Launer LJ, Murray A, Punthakee Z, Tirado AA, Williamson J, Bryan RN, Miller ME. Effect of hypoglycemia on brain structure in people with type 2 diabetes: epidemiological analysis of the ACCORD-MIND MRI trial. Diabetes Care. 37: 3279-85. PMID 25267796 DOI: 10.2337/dc14-0973  0.96
2014 Akbari H, Macyszyn L, Da X, Wolf RL, Bilello M, Verma R, O'Rourke DM, Davatzikos C. Pattern analysis of dynamic susceptibility contrast-enhanced MR imaging demonstrates peritumoral tissue heterogeneity. Radiology. 273: 502-10. PMID 24955928 DOI: 10.1148/radiol.14132458  0.96
2014 Ou Y, Akbari H, Bilello M, Da X, Davatzikos C. Comparative evaluation of registration algorithms in different brain databases with varying difficulty: results and insights. Ieee Transactions On Medical Imaging. 33: 2039-65. PMID 24951685 DOI: 10.1109/TMI.2014.2330355  0.96
2014 Gao J, Li C, Feng C, Xie M, Yin Y, Davatzikos C. Non-locally regularized segmentation of multiple sclerosis lesion from multi-channel MRI data. Magnetic Resonance Imaging. 32: 1058-66. PMID 24948583 DOI: 10.1016/j.mri.2014.03.006  0.96
2014 Li C, Gore JC, Davatzikos C. Multiplicative intrinsic component optimization (MICO) for MRI bias field estimation and tissue segmentation. Magnetic Resonance Imaging. 32: 913-23. PMID 24928302 DOI: 10.1016/j.mri.2014.03.010  0.96
2014 Satterthwaite TD, Shinohara RT, Wolf DH, Hopson RD, Elliott MA, Vandekar SN, Ruparel K, Calkins ME, Roalf DR, Gennatas ED, Jackson C, Erus G, Prabhakaran K, Davatzikos C, Detre JA, et al. Impact of puberty on the evolution of cerebral perfusion during adolescence. Proceedings of the National Academy of Sciences of the United States of America. 111: 8643-8. PMID 24912164 DOI: 10.1073/pnas.1400178111  0.96
2014 Bryan RN, Bilello M, Davatzikos C, Lazar RM, Murray A, Horowitz K, Lovato J, Miller ME, Williamson J, Launer LJ. Effect of diabetes on brain structure: the action to control cardiovascular risk in diabetes MR imaging baseline data. Radiology. 272: 210-6. PMID 24779562 DOI: 10.1148/radiol.14131494  0.96
2014 Wang Y, Resnick SM, Davatzikos C. Analysis of spatio-temporal brain imaging patterns by Hidden Markov Models and serial MRI images. Human Brain Mapping. 35: 4777-94. PMID 24706564 DOI: 10.1002/hbm.22511  0.96
2014 Satterthwaite TD, Wolf DH, Roalf DR, Ruparel K, Erus G, Vandekar S, Gennatas ED, Elliott MA, Smith A, Hakonarson H, Verma R, Davatzikos C, Gur RE, Gur RC. Linked Sex Differences in Cognition and Functional Connectivity in Youth. Cerebral Cortex (New York, N.Y. : 1991). PMID 24646613 DOI: 10.1093/cercor/bhu036  0.96
2014 Erus G, Zacharaki EI, Davatzikos C. Individualized statistical learning from medical image databases: application to identification of brain lesions. Medical Image Analysis. 18: 542-54. PMID 24607564 DOI: 10.1016/j.media.2014.02.003  0.96
2014 Toledo JB, Weiner MW, Wolk DA, Da X, Chen K, Arnold SE, Jagust W, Jack C, Reiman EM, Davatzikos C, Shaw LM, Trojanowski JQ. Neuronal injury biomarkers and prognosis in ADNI subjects with normal cognition. Acta Neuropathologica Communications. 2: 26. PMID 24602322 DOI: 10.1186/2051-5960-2-26  0.96
2014 Kwon D, Niethammer M, Akbari H, Bilello M, Davatzikos C, Pohl KM. PORTR: Pre-operative and post-recurrence brain tumor registration. Ieee Transactions On Medical Imaging. 33: 651-67. PMID 24595340 DOI: 10.1109/TMI.2013.2293478  0.96
2014 Serpa MH, Ou Y, Schaufelberger MS, Doshi J, Ferreira LK, Machado-Vieira R, Menezes PR, Scazufca M, Davatzikos C, Busatto GF, Zanetti MV. Neuroanatomical classification in a population-based sample of psychotic major depression and bipolar I disorder with 1 year of diagnostic stability. Biomed Research International. 2014: 706157. PMID 24575411 DOI: 10.1155/2014/706157  0.96
2014 Satterthwaite TD, Vandekar S, Wolf DH, Ruparel K, Roalf DR, Jackson C, Elliott MA, Bilker WB, Calkins ME, Prabhakaran K, Davatzikos C, Hakonarson H, Gur RE, Gur RC. Sex differences in the effect of puberty on hippocampal morphology. Journal of the American Academy of Child and Adolescent Psychiatry. 53: 341-50.e1. PMID 24565361 DOI: 10.1016/j.jaac.2013.12.002  0.96
2014 Williamson JD, Launer LJ, Bryan RN, Coker LH, Lazar RM, Gerstein HC, Murray AM, Sullivan MD, Horowitz KR, Ding J, Marcovina S, Lovato L, Lovato J, Margolis KL, Davatzikos C, et al. Cognitive function and brain structure in persons with type 2 diabetes mellitus after intensive lowering of blood pressure and lipid levels: a randomized clinical trial. Jama Internal Medicine. 174: 324-33. PMID 24493100 DOI: 10.1001/jamainternmed.2013.13656  0.96
2014 Litjens G, Toth R, van de Ven W, Hoeks C, Kerkstra S, van Ginneken B, Vincent G, Guillard G, Birbeck N, Zhang J, Strand R, Malmberg F, Ou Y, Davatzikos C, Kirschner M, et al. Evaluation of prostate segmentation algorithms for MRI: the PROMISE12 challenge. Medical Image Analysis. 18: 359-73. PMID 24418598 DOI: 10.1016/j.media.2013.12.002  0.96
2014 Lin FR, Ferrucci L, An Y, Goh JO, Doshi J, Metter EJ, Davatzikos C, Kraut MA, Resnick SM. Association of hearing impairment with brain volume changes in older adults. Neuroimage. 90: 84-92. PMID 24412398 DOI: 10.1016/j.neuroimage.2013.12.059  0.96
2014 Toledo JB, Da X, Weiner MW, Wolk DA, Xie SX, Arnold SE, Davatzikos C, Shaw LM, Trojanowski JQ. CSF Apo-E levels associate with cognitive decline and MRI changes. Acta Neuropathologica. 127: 621-32. PMID 24385135 DOI: 10.1007/s00401-013-1236-0  0.96
2014 Coker LH, Espeland MA, Hogan PE, Resnick SM, Bryan RN, Robinson JG, Goveas JS, Davatzikos C, Kuller LH, Williamson JD, Bushnell CD, Shumaker SA. Change in brain and lesion volumes after CEE therapies: the WHIMS-MRI studies. Neurology. 82: 427-34. PMID 24384646 DOI: 10.1212/WNL.0000000000000079  0.96
2014 Da X, Toledo JB, Zee J, Wolk DA, Xie SX, Ou Y, Shacklett A, Parmpi P, Shaw L, Trojanowski JQ, Davatzikos C. Integration and relative value of biomarkers for prediction of MCI to AD progression: spatial patterns of brain atrophy, cognitive scores, APOE genotype and CSF biomarkers. Neuroimage. Clinical. 4: 164-73. PMID 24371799 DOI: 10.1016/j.nicl.2013.11.010  0.96
2014 Kirton JW, Resnick SM, Davatzikos C, Kraut MA, Dotson VM. Depressive symptoms, symptom dimensions, and white matter lesion volume in older adults: a longitudinal study. The American Journal of Geriatric Psychiatry : Official Journal of the American Association For Geriatric Psychiatry. 22: 1469-77. PMID 24211028 DOI: 10.1016/j.jagp.2013.10.005  0.96
2014 Koutsouleris N, Davatzikos C, Borgwardt S, Gaser C, Bottlender R, Frodl T, Falkai P, Riecher-Rössler A, Möller HJ, Reiser M, Pantelis C, Meisenzahl E. Accelerated brain aging in schizophrenia and beyond: a neuroanatomical marker of psychiatric disorders. Schizophrenia Bulletin. 40: 1140-53. PMID 24126515 DOI: 10.1093/schbul/sbt142  0.96
2014 Satterthwaite TD, Elliott MA, Ruparel K, Loughead J, Prabhakaran K, Calkins ME, Hopson R, Jackson C, Keefe J, Riley M, Mentch FD, Sleiman P, Verma R, Davatzikos C, Hakonarson H, et al. Neuroimaging of the Philadelphia neurodevelopmental cohort. Neuroimage. 86: 544-53. PMID 23921101 DOI: 10.1016/j.neuroimage.2013.07.064  0.96
2014 Bobb JF, Schwartz BS, Davatzikos C, Caffo B. Cross-sectional and longitudinal association of body mass index and brain volume. Human Brain Mapping. 35: 75-88. PMID 23008165 DOI: 10.1002/hbm.22159  0.96
2014 Zeng K, Erus G, Tanwar M, Davatzikos C. Brain abnormality segmentation based on l 1-norm minimization Progress in Biomedical Optics and Imaging - Proceedings of Spie. 9034. DOI: 10.1117/12.2043146  0.96
2013 Zhang T, Satterthwaite TD, Davatzikos C. ODVBA-C: Optimally-Discriminative Voxel-Based Analysis of Continuous Variables. ... International Workshop On Pattern Recognition in Neuroimaging. International Workshop On Pattern Recognition in Neuroimaging. 2013: 161-164. PMID 25505793 DOI: 10.1109/PRNI.2013.49  0.96
2013 Gaonkar B, Sotiras A, Davatzikos C. Deriving statistical significance maps for support vector regression using medical imaging data. ... International Workshop On Pattern Recognition in Neuroimaging. International Workshop On Pattern Recognition in Neuroimaging. 2013: 13-16. PMID 25328907 DOI: 10.1109/PRNI.2013.13  0.96
2013 Bernardis E, Pohl KM, Davatzikos C. Extracting evolving pathologies via spectral clustering. Information Processing in Medical Imaging : Proceedings of the ... Conference. 23: 680-91. PMID 24684009 DOI: 10.1007/978-3-642-38868-2_57  0.96
2013 Eavani H, Satterthwaite TD, Gur RE, Gur RC, Davatzikos C. Unsupervised learning of functional network dynamics in resting state fMRI. Information Processing in Medical Imaging : Proceedings of the ... Conference. 23: 426-37. PMID 24683988 DOI: 10.1007/978-3-642-38868-2_36  0.96
2013 Feng C, Li C, Zhao D, Davatzikos C, Litt H. Segmentation of the left ventricle using distance regularized two-layer level set approach. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 16: 477-84. PMID 24505701 DOI: 10.1007/978-3-642-40811-3_60  0.96
2013 Eavani H, Satterthwaite TD, Gur RE, Gur RC, Davatzikos C. IDENTIFYING PATTERNS IN TEMPORAL VARIATION OF FUNCTIONAL CONNECTIVITY USING RESTING STATE FMRI. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2013: 1086-1089. PMID 24443693 DOI: 10.1109/ISBI.2013.6556667  0.96
2013 Varol E, Gaonkar B, Davatzikos C. CLASSIFYING MEDICAL IMAGES USING MORPHOLOGICAL APPEARANCE MANIFOLDS. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2013: 744-747. PMID 24443690 DOI: 10.1109/ISBI.2013.6556582  0.96
2013 Wang Y, Goh JO, Resnick SM, Davatzikos C. Imaging-based biomarkers of cognitive performance in older adults constructed via high-dimensional pattern regression applied to MRI and PET. Plos One. 8: e85460. PMID 24392010 DOI: 10.1371/journal.pone.0085460  0.96
2013 Toledo JB, Cairns NJ, Da X, Chen K, Carter D, Fleisher A, Householder E, Ayutyanont N, Roontiva A, Bauer RJ, Eisen P, Shaw LM, Davatzikos C, Weiner MW, Reiman EM, et al. Clinical and multimodal biomarker correlates of ADNI neuropathological findings. Acta Neuropathologica Communications. 1: 65. PMID 24252435 DOI: 10.1186/2051-5960-1-65  0.96
2013 Doshi J, Erus G, Ou Y, Gaonkar B, Davatzikos C. Multi-atlas skull-stripping. Academic Radiology. 20: 1566-76. PMID 24200484 DOI: 10.1016/j.acra.2013.09.010  0.96
2013 Makrogiannis S, Caturegli G, Davatzikos C, Ferrucci L. Computer-aided assessment of regional abdominal fat with food residue removal in CT. Academic Radiology. 20: 1413-21. PMID 24119354 DOI: 10.1016/j.acra.2013.08.007  0.96
2013 Satterthwaite TD, Wolf DH, Erus G, Ruparel K, Elliott MA, Gennatas ED, Hopson R, Jackson C, Prabhakaran K, Bilker WB, Calkins ME, Loughead J, Smith A, Roalf DR, Hakonarson H, ... ... Davatzikos C, et al. Functional maturation of the executive system during adolescence. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 16249-61. PMID 24107956 DOI: 10.1523/JNEUROSCI.2345-13.2013  0.96
2013 Yotter RA, Doshi J, Clark V, Sojkova J, Zhou Y, Wong DF, Ferrucci L, Resnick SM, Davatzikos C. Memory decline shows stronger associations with estimated spatial patterns of amyloid deposition progression than total amyloid burden. Neurobiology of Aging. 34: 2835-42. PMID 23859610 DOI: 10.1016/j.neurobiolaging.2013.05.030  0.96
2013 Satterthwaite TD, Wolf DH, Ruparel K, Erus G, Elliott MA, Eickhoff SB, Gennatas ED, Jackson C, Prabhakaran K, Smith A, Hakonarson H, Verma R, Davatzikos C, Gur RE, Gur RC. Heterogeneous impact of motion on fundamental patterns of developmental changes in functional connectivity during youth. Neuroimage. 83: 45-57. PMID 23792981 DOI: 10.1016/j.neuroimage.2013.06.045  0.96
2013 Sotiras A, Davatzikos C, Paragios N. Deformable medical image registration: a survey. Ieee Transactions On Medical Imaging. 32: 1153-90. PMID 23739795 DOI: 10.1109/TMI.2013.2265603  0.96
2013 Moodalbail DG, Reiser KA, Detre JA, Schultz RT, Herrington JD, Davatzikos C, Doshi JJ, Erus G, Liu HS, Radcliffe J, Furth SL, Hooper SR. Systematic review of structural and functional neuroimaging findings in children and adults with CKD. Clinical Journal of the American Society of Nephrology : Cjasn. 8: 1429-48. PMID 23723341 DOI: 10.2215/CJN.11601112  0.96
2013 Zhang T, Davatzikos C. Optimally-Discriminative Voxel-Based Morphometry significantly increases the ability to detect group differences in schizophrenia, mild cognitive impairment, and Alzheimer's disease. Neuroimage. 79: 94-110. PMID 23631985 DOI: 10.1016/j.neuroimage.2013.04.063  0.96
2013 Gaonkar B, Davatzikos C. Analytic estimation of statistical significance maps for support vector machine based multi-variate image analysis and classification. Neuroimage. 78: 270-83. PMID 23583748 DOI: 10.1016/j.neuroimage.2013.03.066  0.96
2013 Toledo JB, Da X, Bhatt P, Wolk DA, Arnold SE, Shaw LM, Trojanowski JQ, Davatzikos C. Relationship between plasma analytes and SPARE-AD defined brain atrophy patterns in ADNI. Plos One. 8: e55531. PMID 23408997 DOI: 10.1371/journal.pone.0055531  0.96
2013 Zanetti MV, Schaufelberger MS, Doshi J, Ou Y, Ferreira LK, Menezes PR, Scazufca M, Davatzikos C, Busatto GF. Neuroanatomical pattern classification in a population-based sample of first-episode schizophrenia. Progress in Neuro-Psychopharmacology & Biological Psychiatry. 43: 116-25. PMID 23261522 DOI: 10.1016/j.pnpbp.2012.12.005  0.96
2013 Negash S, Xie S, Davatzikos C, Clark CM, Trojanowski JQ, Shaw LM, Wolk DA, Arnold SE. Cognitive and functional resilience despite molecular evidence of Alzheimer's disease pathology. Alzheimer's & Dementia : the Journal of the Alzheimer's Association. 9: e89-95. PMID 23127468 DOI: 10.1016/j.jalz.2012.01.009  0.96
2013 Kapogiannis D, Sutin A, Davatzikos C, Costa P, Resnick S. The five factors of personality and regional cortical variability in the Baltimore longitudinal study of aging. Human Brain Mapping. 34: 2829-40. PMID 22610513 DOI: 10.1002/hbm.22108  0.96
2013 Davatzikos C. Message from general chair Proceedings - 2013 3rd International Workshop On Pattern Recognition in Neuroimaging, Prni 2013. XI. DOI: 10.1109/PRNI.2013.5  0.96
2013 Honnorat N, Eavani H, Satterthwaite TD, Davatzikos C. A graph-based brain parcellation method extracting sparse networks Proceedings - 2013 3rd International Workshop On Pattern Recognition in Neuroimaging, Prni 2013. 157-160. DOI: 10.1109/PRNI.2013.48  0.96
2013 Gooya A, Mousavi E, Davatzikos C, Liao H. A Bayesian approach for construction of sparse statistical shape models using Dirichlet distribution Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8090: 144-152. DOI: 10.1007/978-3-642-40843-4_16  0.96
2012 Kwon D, Yun ID, Pohl KM, Davatzikos C, Lee SU. NONRIGID VOLUME REGISTRATION USING SECOND-ORDER MRF MODEL. Proceedings. Ieee International Symposium On Biomedical Imaging. 2012: 708-711. PMID 28626513 DOI: 10.1109/ISBI.2012.6235646  0.36
2012 Ou Y, Ye DH, Pohl KM, Davatzikos C. Validation of DRAMMS among 12 Popular Methods in Cross-Subject Cardiac MRI Registration. Biomedical Image Registration, ... Proceedings. Wbir (Workshop : 2006- ). 7359: 209-219. PMID 28603787 DOI: 10.1007/978-3-642-31340-0_22  0.96
2012 Zhang T, Satterthwaite TD, Elliott M, Gur RC, Gur RE, Davatzikos C. Multivariate fMRI Analysis using Optimally-Discriminative Voxel-Based Analysis. ... International Workshop On Pattern Recognition in Neuroimaging. International Workshop On Pattern Recognition in Neuroimaging. 2012: 33-36. PMID 25984554 DOI: 10.1109/PRNI.2012.18  0.96
2012 Eavani H, Filipovych R, Davatzikos C, Satterthwaite TD, Gur RE, Gur RC. Sparse dictionary learning of resting state fMRI networks. ... International Workshop On Pattern Recognition in Neuroimaging. International Workshop On Pattern Recognition in Neuroimaging. 73-76. PMID 25178438 DOI: 10.1109/PRNI.2012.25  0.96
2012 Filipovych R, Gaonkar B, Davatzikos C. A composite multivariate polygenic and neuroimaging score for prediction of conversion to Alzheimer's disease. ... International Workshop On Pattern Recognition in Neuroimaging. International Workshop On Pattern Recognition in Neuroimaging. 105-108. PMID 24899230 DOI: 10.1109/PRNI.2012.9  0.96
2012 Kadoury S, Erus G, Zacharaki E, Paragios N, Davatzikos C. MANIFOLD-CONSTRAINED EMBEDDINGS FOR THE DETECTION OF WHITE MATTER LESIONS IN BRAIN MRI. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2012: 562-565. PMID 24443675 DOI: 10.1109/ISBI.2012.6235610  0.52
2012 Varol E, Gaonkar B, Erus G, Schultz R, Davatzikos C. FEATURE RANKING BASED NESTED SUPPORT VECTOR MACHINE ENSEMBLE FOR MEDICAL IMAGE CLASSIFICATION. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 146-149. PMID 23873289 DOI: 10.1109/ISBI.2012.6235505  0.96
2012 Ye DH, Hamm J, Kwon D, Davatzikos C, Pohl KM. 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. 15: 131-8. PMID 23286123  0.96
2012 James BD, Glass TA, Caffo B, Bobb JF, Davatzikos C, Yousem D, Schwartz BS. Association of social engagement with brain volumes assessed by structural MRI. Journal of Aging Research. 2012: 512714. PMID 22997582 DOI: 10.1155/2012/512714  0.96
2012 Gooya A, Pohl KM, Bilello M, Cirillo L, Biros G, Melhem ER, Davatzikos C. GLISTR: glioma image segmentation and registration. Ieee Transactions On Medical Imaging. 31: 1941-54. PMID 22907965 DOI: 10.1109/TMI.2012.2210558  0.96
2012 Driscoll I, Beydoun MA, An Y, Davatzikos C, Ferrucci L, Zonderman AB, Resnick SM. Midlife obesity and trajectories of brain volume changes in older adults. Human Brain Mapping. 33: 2204-10. PMID 22887828 DOI: 10.1002/hbm.21353  0.96
2012 Driscoll I, Troncoso JC, Rudow G, Sojkova J, Pletnikova O, Zhou Y, Kraut MA, Ferrucci L, Mathis CA, Klunk WE, O'Brien RJ, Davatzikos C, Wong DF, Resnick SM. Correspondence between in vivo (11)C-PiB-PET amyloid imaging and postmortem, region-matched assessment of plaques. Acta Neuropathologica. 124: 823-31. PMID 22864813 DOI: 10.1007/s00401-012-1025-1  0.96
2012 Clark VH, Resnick SM, Doshi J, Beason-Held LL, Zhou Y, Ferrucci L, Wong DF, Kraut MA, Davatzikos C. Longitudinal imaging pattern analysis (SPARE-CD index) detects early structural and functional changes before cognitive decline in healthy older adults. Neurobiology of Aging. 33: 2733-45. PMID 22365049 DOI: 10.1016/j.neurobiolaging.2012.01.010  0.96
2012 Filipovych R, Resnick SM, Davatzikos C. JointMMCC: joint maximum-margin classification and clustering of imaging data. Ieee Transactions On Medical Imaging. 31: 1124-40. PMID 22328179 DOI: 10.1109/TMI.2012.2186977  0.96
2012 Weintraub D, Dietz N, Duda JE, Wolk DA, Doshi J, Xie SX, Davatzikos C, Clark CM, Siderowf A. Alzheimer's disease pattern of brain atrophy predicts cognitive decline in Parkinson's disease. Brain : a Journal of Neurology. 135: 170-80. PMID 22108576 DOI: 10.1093/brain/awr277  0.96
2012 Thambisetty M, An Y, Kinsey A, Koka D, Saleem M, Güntert A, Kraut M, Ferrucci L, Davatzikos C, Lovestone S, Resnick SM. Plasma clusterin concentration is associated with longitudinal brain atrophy in mild cognitive impairment. Neuroimage. 59: 212-7. PMID 21824521 DOI: 10.1016/j.neuroimage.2011.07.056  0.96
2012 Batmanghelich NK, Taskar B, Davatzikos C. Generative-discriminative basis learning for medical imaging. Ieee Transactions On Medical Imaging. 31: 51-69. PMID 21791408 DOI: 10.1109/TMI.2011.2162961  0.96
2012 Koutsouleris N, Davatzikos C, Bottlender R, Patschurek-Kliche K, Scheuerecker J, Decker P, Gaser C, Möller HJ, Meisenzahl EM. Early recognition and disease prediction in the at-risk mental states for psychosis using neurocognitive pattern classification. Schizophrenia Bulletin. 38: 1200-15. PMID 21576280 DOI: 10.1093/schbul/sbr037  0.96
2012 Davatzikos C, Grosse-Wentrup M, Mourao-Miranda J, Van De Ville D. Welcome message from the general chairs Proceedings - 2012 2nd International Workshop On Pattern Recognition in Neuroimaging, Prni 2012. viii. DOI: 10.1109/PRNI.2012.4  0.96
2012 Kwon D, Yun ID, Pohl KM, Davatzikos C, Lee SU. Nonrigid volume registration using second-order MRF model Proceedings - International Symposium On Biomedical Imaging. 708-711. DOI: 10.1109/ISBI.2012.6235646  0.96
2012 Ou Y, Ye DH, Pohl KM, Davatzikos C. Validation of DRAMMS among 12 popular methods in cross-subject cardiac MRI registration Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 7359: 209-219. DOI: 10.1007/978-3-642-31340-0_22  0.96
2011 Ye DH, Litt H, Davatzikos C, Pohl KM. Morphological Classification: Application to Cardiac MRI of Tetralogy of Fallot. Functional Imaging and Modeling of the Heart : ... International Workshop, Fimh ..., Proceedings. Fimh. 6666: 180-187. PMID 28626838 DOI: 10.1007/978-3-642-21028-0_23  0.36
2011 Ye DH, Pohl KM, Davatzikos C. Semi-Supervised Pattern Classification: Application to Structural MRI of Alzheimer's Disease. ... International Workshop On Pattern Recognition in Neuroimaging. International Workshop On Pattern Recognition in Neuroimaging. 2011: 1-4. PMID 28603748 DOI: 10.1109/PRNI.2011.12  0.36
2011 Batmanghelich KN, Ye DH, Pohl KM, Taskar B, Davatzikos C. DISEASE CLASSIFICATION AND PREDICTION VIA SEMI-SUPERVISED DIMENSIONALITY REDUCTION. Proceedings. Ieee International Symposium On Biomedical Imaging. 2011: 1086-1090. PMID 28603581 DOI: 10.1109/ISBI.2011.5872590  0.64
2011 Filipovych R, Resnick SM, Davatzikos C. Multi-Kernel Classification for Integration of Clinical and Imaging Data: Application to Prediction of Cognitive Decline in Older Adults. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 7009: 26-34. PMID 25147874 DOI: 10.1007/978-3-642-24319-6_4  0.96
2011 Gaonkar B, Erus G, Pohl KM, Tanwar M, Margiewicz S, Bryan RN, Davatzikos C. AUTOMATED SEGMENTATION OF CORTICAL NECROSIS USING A WAVELET BASED ABNORMALITY DETECTION SYSTEM. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 2011: 1391-1395. PMID 23264845 DOI: 10.1109/ISBI.2011.5872660  0.96
2011 Filipovych R, Wang Y, Davatzikos C. Pattern Analysis in Neuroimaging: Beyond Two-Class Categorization. International Journal of Imaging Systems and Technology. 21: 173-178. PMID 22865953 DOI: 10.1002/ima.20280  0.96
2011 Filipovych R, Resnick SM, Davatzikos C. UNDERSTANDING HETEROGENEITY IN NORMAL OLDER ADULT POPULATIONS VIA CLUSTERING OF LONGITUDINAL DATA. Proceedings / Ieee International Symposium On Biomedical Imaging: From Nano to Macro. Ieee International Symposium On Biomedical Imaging. 1101-1104. PMID 22837176 DOI: 10.1109/ISBI.2011.5872593  0.96
2011 Weintraub D, Doshi J, Koka D, Davatzikos C, Siderowf AD, Duda JE, Wolk DA, Moberg PJ, Xie SX, Clark CM. Neurodegeneration across stages of cognitive decline in Parkinson disease. Archives of Neurology. 68: 1562-8. PMID 22159053 DOI: 10.1001/archneurol.2011.725  0.96
2011 James BD, Caffo B, Stewart WF, Yousem D, Davatzikos C, Schwartz BS. Genetic risk factors for longitudinal changes in structural MRI in former organolead workers. Journal of Aging Research. 2011: 362189. PMID 22028967 DOI: 10.4061/2011/362189  0.96
2011 Batmanghelich N, Dong A, Taskar B, Davatzikos C. 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. 14: 17-24. PMID 22003679 DOI: 10.1007/978-3-642-23626-6_3  0.96
2011 Gooya A, Pohl KM, Bilello M, Biros G, Davatzikos C. 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. 14: 532-40. PMID 21995070 DOI: 10.1007/978-3-642-23629-7_65  0.96
2011 Launer LJ, Miller ME, Williamson JD, Lazar RM, Gerstein HC, Murray AM, Sullivan M, Horowitz KR, Ding J, Marcovina S, Lovato LC, Lovato J, Margolis KL, O'Connor P, Lipkin EW, ... ... Davatzikos C, et al. Effects of intensive glucose lowering on brain structure and function in people with type 2 diabetes (ACCORD MIND): a randomised open-label substudy. The Lancet. Neurology. 10: 969-77. PMID 21958949 DOI: 10.1016/S1474-4422(11)70188-0  0.96
2011 Zipunnikov V, Caffo B, Yousem DM, Davatzikos C, Schwartz BS, Crainiceanu C. Functional principal component model for high-dimensional brain imaging. Neuroimage. 58: 772-84. PMID 21798354 DOI: 10.1016/j.neuroimage.2011.05.085  0.96
2011 Casanova R, Espeland MA, Goveas JS, Davatzikos C, Gaussoin SA, Maldjian JA, Brunner RL, Kuller LH, Johnson KC, Mysiw WJ, Wagner B, Resnick SM. Application of machine learning methods to describe the effects of conjugated equine estrogens therapy on region-specific brain volumes. Magnetic Resonance Imaging. 29: 546-53. PMID 21292420 DOI: 10.1016/j.mri.2010.12.001  0.96
2011 Filipovych R, Davatzikos C. Semi-supervised pattern classification of medical images: application to mild cognitive impairment (MCI). Neuroimage. 55: 1109-19. PMID 21195776 DOI: 10.1016/j.neuroimage.2010.12.066  0.96
2011 Filipovych R, Resnick SM, Davatzikos C. Semi-supervised cluster analysis of imaging data. Neuroimage. 54: 2185-97. PMID 20933091 DOI: 10.1016/j.neuroimage.2010.09.074  0.96
2011 Haris M, Singh A, Cai K, Davatzikos C, Trojanowski JQ, Melhem ER, Clark CM, Borthakur A. T1rho (T1ρ) MR imaging in Alzheimer's disease and Parkinson's disease with and without dementia. Journal of Neurology. 258: 380-5. PMID 20924593 DOI: 10.1007/s00415-010-5762-6  0.96
2011 Gooya A, Biros G, Davatzikos C. Deformable registration of glioma images using EM algorithm and diffusion reaction modeling. Ieee Transactions On Medical Imaging. 30: 375-90. PMID 20876010 DOI: 10.1109/TMI.2010.2078833  0.96
2011 Ou Y, Sotiras A, Paragios N, Davatzikos C. DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting. Medical Image Analysis. 15: 622-39. PMID 20688559 DOI: 10.1016/j.media.2010.07.002  0.96
2011 Haris M, Singh A, Cai K, McArdle E, Fenty M, Davatzikos C, Trojanowski JQ, Melhem ER, Clark CM, Borthakur A. 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. 21: e86-90. PMID 20331502 DOI: 10.1111/j.1552-6569.2010.00467.x  0.96
2011 Davatzikos C, Lee SW, Van De Ville D. PRNI 2011 preface Proceedings - International Workshop On Pattern Recognition in Neuroimaging, Prni 2011. vii. DOI: 10.1109/PRNI.2011.4  0.96
2011 Ye DH, Pohl KM, Davatzikos C. Semi-supervised pattern classification: Application to structural MRI of Alzheimer's disease Proceedings - International Workshop On Pattern Recognition in Neuroimaging, Prni 2011. 1-4. DOI: 10.1109/PRNI.2011.12  0.96
2011 Batmanghelich KN, Ye DH, Pohl KM, Taskar B, Davatzikos C. Disease classification and prediction via semi-supervised dimensionality reduction Proceedings - International Symposium On Biomedical Imaging. 1086-1090. DOI: 10.1109/ISBI.2011.5872590  0.96
2011 Gaonkar B, Pohl K, Davatzikos C. Pattern based norphometry Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6892: 459-466. DOI: 10.1007/978-3-642-23629-7_56  0.96
2011 Ye DH, Litt H, Davatzikos C, Pohl KM. Morphological classification: Application to cardiac MRI of tetralogy of fallot Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6666: 180-187. DOI: 10.1007/978-3-642-21028-0_23  0.96
2011 Maday P, Khurd P, Ladic L, Schnall M, Rosen M, Davatzikos C, Kamen A. Imaging as a surrogate for the early prediction and assessment of treatment response through the analysis of 4-D texture ensembles (ISEPARATE) Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6533: 164-173. DOI: 10.1007/978-3-642-18421-5_16  0.96
2010 Ye DH, Pohl KM, Litt H, Davatzikos C. Groupwise Morphometric Analysis Based on High Dimensional Clustering. Conference On Computer Vision and Pattern Recognition Workshops . Ieee Computer Society Conference On Computer Vision and Pattern Recognition. Workshops. 2010: 47-54. PMID 28603660 DOI: 10.1109/CVPRW.2010.5543438  0.36
2010 Sotiras A, Ou Y, Glocker B, Davatzikos C, Paragios N. Simultaneous geometric--iconic registration. Medical Image Computing and Computer-Assisted Intervention : Miccai ... International Conference On Medical Image Computing and Computer-Assisted Intervention. 13: 676-83. PMID 20879374  0.96
2010 Koutsouleris N, Gaser C, Bottlender R, Davatzikos C, Decker P, Jäger M, Schmitt G, Reiser M, Möller HJ, Meisenzahl EM. Use of neuroanatomical pattern regression to predict the structural brain dynamics of vulnerability and transition to psychosis. Schizophrenia Research. 123: 175-87. PMID 20850276 DOI: 10.1016/j.schres.2010.08.032  0.96
2010 Hamm J, Ye DH, Verma R, Davatzikos C. GRAM: A framework for geodesic registration on anatomical manifolds. Medical Image Analysis. 14: 633-42. PMID 20580597 DOI: 10.1016/j.media.2010.06.001  0.96
2010 Schwartz BS, Caffo B, Stewart WF, Hedlin H, James BD, Yousem D, Davatzikos C. 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. 52: 407-14. PMID 20357679 DOI: 10.1097/JOM.0b013e3181d5e386  0.96
2010 Richiardi J, Van De Ville D, Davatzikos C, Mourão-Miranda J. Proceedings - Workshop on Brain Decoding: Pattern Recognition Challenges in Neuroimaging, WBD 2010 - In Conjunction with the-International Conference on Pattern Recognition, ICPR 2010: Preface Proceedings - Workshop On Brain Decoding: Pattern Recognition Challenges in Neuroimaging, Wbd 2010 - in Conjunction With Theinternational Conference On Pattern Recognition, Icpr 2010. vii. DOI: 10.1109/WBD.2010.4  0.96
2010 Ou Y, Besbes A, Bilellod M, Mansourd M, Davatzikos C, Paragios N. Detecting mutually-salient landmark pairs with MRF regularization 2010 7th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Isbi 2010 - Proceedings. 400-403. DOI: 10.1109/ISBI.2010.5490324  0.96
2010 Batmanghelich N, Gooya A, Kanterakis S, Taskar B, Davatzikos C. Application of trace-norm and low-rank matrix decomposition for computational anatomy 2010 Ieee Computer Society Conference On Computer Vision and Pattern Recognition - Workshops, Cvprw 2010. 146-153. DOI: 10.1109/CVPRW.2010.5543596  0.96
2010 Gooya A, Biros G, Davatzikos C. An em algorithm for brain tumor image registration: A tumor growth modeling based approach 2010 Ieee Computer Society Conference On Computer Vision and Pattern Recognition - Workshops, Cvprw 2010. 39-46. DOI: 10.1109/CVPRW.2010.5543440  0.96
2010 Ye DH, Pohl KM, Litt H, Davatzikos C. Groupwise morphometric analysis based on high dimensional clustering 2010 Ieee Computer Society Conference On Computer Vision and Pattern Recognition - Workshops, Cvprw 2010. 47-54. DOI: 10.1109/CVPRW.2010.5543438  0.96
2010 Sotiras A, Ou Y, Glocker B, Davatzikos C, Paragios N. Simultaneous geometric - Iconic registration Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 6362: 676-683. DOI: 10.1007/978-3-642-15745-5_83  0.96
2009 Sundar H, Davatzikos C, Biros G. 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. 12: 257-65. PMID 20426120 DOI: 10.1007/978-3-642-04271-3_32  0.96
2009 Dotson VM, Zonderman AB, Davatzikos C, Kraut MA, Resnick SM. Frontal Atrophy and Attention Deficits in Older Adults with a History of Elevated Depressive Symptoms. Brain Imaging and Behavior. 3: 358. PMID 20161651 DOI: 10.1007/s11682-009-9078-z  0.96
2009 Batmanghelich N, Taskar B, Davatzikos C. A general and unifying framework for feature construction, in image-based pattern classification. Information Processing in Medical Imaging : Proceedings of the ... Conference. 21: 423-34. PMID 19694282 DOI: 10.1007/978-3-642-02498-6_35  0.96
2009 Ou Y, Davatzikos C. DRAMMS: deformable registration via attribute matching and mutual-saliency weighting. Information Processing in Medical Imaging : Proceedings of the ... Conference. 21: 50-62. PMID 19694252  0.96
2009 Koutsouleris N, Meisenzahl EM, Davatzikos C, Bottlender R, Frodl T, Scheuerecker J, Schmitt G, Zetzsche T, Decker P, Reiser M, Möller HJ, Gaser C. Use of neuroanatomical pattern classification to identify subjects in at-risk mental states of psychosis and predict disease transition. Archives of General Psychiatry. 66: 700-12. PMID 19581561 DOI: 10.1001/archgenpsychiatry.2009.62  0.96
2009 Ou Y, Shen D, Zeng J, Sun L, Moul J, Davatzikos C. Sampling the spatial patterns of cancer: optimized biopsy procedures for estimating prostate cancer volume and Gleason Score. Medical Image Analysis. 13: 609-20. PMID 19524478 DOI: 10.1016/j.media.2009.05.002  0.96
2009 Driscoll I, Davatzikos C, An Y, Wu X, Shen D, Kraut M, Resnick SM. Longitudinal pattern of regional brain volume change differentiates normal aging from MCI. Neurology. 72: 1906-13. PMID 19487648 DOI: 10.1212/WNL.0b013e3181a82634  0.96
2009 Zacharaki EI, Hogea CS, Shen D, Biros G, Davatzikos C. Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth. Neuroimage. 46: 762-74. PMID 19408350 DOI: 10.1016/j.neuroimage.2009.01.051  0.96
2009 Haris M, McArdle E, Fenty M, Singh A, Davatzikos C, Trojanowski JQ, Melhem ER, Clark CM, Borthakur A. Early Marker for Alzheimer's Disease: Hippocampus T1rho (T 1ρ) Estimation Journal of Magnetic Resonance Imaging. 29: 1008-1012. PMID 19388096 DOI: 10.1002/jmri.21735  0.96
2009 Resnick SM, Espeland MA, Jaramillo SA, Hirsch C, Stefanick ML, Murray AM, Ockene J, Davatzikos C. Postmenopausal hormone therapy and regional brain volumes: the WHIMS-MRI Study. Neurology. 72: 135-42. PMID 19139364 DOI: 10.1212/01.wnl.0000339037.76336.cf  0.96
2009 Baloch S, Verma R, Huang H, Khurd P, Clark S, Yarowsky P, Abel T, Mori S, Davatzikos C. 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). 19: 675-87. PMID 18653668 DOI: 10.1093/cercor/bhn112  0.96
2009 Ou Y, Shen D, Feldman M, Tomaszewski J, Davatzikos C. Non-rigid registration between histological and MR images of the prostate: A joint segmentation and registration framework 2009 Ieee Conference On Computer Vision and Pattern Recognition, Cvpr 2009. 125-132. DOI: 10.1109/CVPR.2009.5204347  0.96
2009 Zacharaki EI, Hogea CS, Shen D, Biros G, Davatzikos C. Corrigendum to "Non-diffeomorphic registration of brain tumor images by simulating tissue loss and tumor growth" [NeuroImage 46 (2009) 762-774] (DOI:10.1016/j.neuroimage.2009.01.051) Neuroimage. 47: 779. DOI: 10.1016/j.neuroimage.2009.05.003  0.96
2008 Patel T, Polikar R, Davatzikos C, Clark CM. 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. Annual Conference. 2008: 1757-60. PMID 19163020 DOI: 10.1109/IEMBS.2008.4649517  0.96
2008 Yang J, Shen D, Davatzikos C, Verma R. 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. 11: 905-13. PMID 18982691 DOI: 10.1007/978-3-540-85990-1_109  0.44
2008 Verma R, Zacharaki EI, Ou Y, Cai H, Chawla S, Lee SK, Melhem ER, Wolf R, Davatzikos C. Multiparametric tissue characterization of brain neoplasms and their recurrence using pattern classification of MR images. Academic Radiology. 15: 966-77. PMID 18620117 DOI: 10.1016/j.acra.2008.01.029  0.96
2008 Shen F, Shinohara K, Kumar D, Khemka A, Simoneau AR, Werahera PN, Li L, Guo Y, Narayanan R, Wei L, Barqawi A, Crawford ED, Davatzikos C, Suri JS. 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. 27: 895-905. PMID 18499849 DOI: 10.7863/jum.2008.27.6.895  0.96
2008 Borthakur A, Sochor M, Davatzikos C, Trojanowski JQ, Clark CM. T1ρ MRI of Alzheimer's disease Neuroimage. 41: 1199-1205. PMID 18479942 DOI: 10.1016/j.neuroimage.2008.03.030  0.96
2008 Zacharaki EI, Hogea CS, Biros G, Davatzikos C. A comparative study of biomechanical simulators in deformable registration of brain tumor images. Ieee Transactions On Bio-Medical Engineering. 55: 1233-6. PMID 18334420 DOI: 10.1109/TBME.2007.905484  0.96
2008 Lao Z, Shen D, Liu D, Jawad AF, Melhem ER, Launer LJ, Bryan RN, Davatzikos C. Computer-assisted segmentation of white matter lesions in 3D MR images using support vector machine. Academic Radiology. 15: 300-13. PMID 18280928 DOI: 10.1016/j.acra.2007.10.012  0.44
2008 Clark CM, Davatzikos C, Borthakur A, Newberg A, Leight S, Lee VM, Trojanowski JQ. Biomarkers for early detection of Alzheimer pathology. Neuro-Signals. 16: 11-8. PMID 18097155 DOI: 10.1159/000109754  0.96
2008 Caffo B, Chen S, Stewart W, Bolla K, Yousem D, Davatzikos C, Schwartz BS. Are brain volumes based on magnetic resonance imaging mediators of the associations of cumulative lead dose with cognitive function? American Journal of Epidemiology. 167: 429-37. PMID 18079133 DOI: 10.1093/aje/kwm326  0.96
2008 Fan Y, Batmanghelich N, Clark CM, Davatzikos C. Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline Neuroimage. 39: 1731-1743. PMID 18053747 DOI: 10.1016/j.neuroimage.2007.10.031  0.96
2008 Hogea C, Davatzikos C, Biros G. An image-driven parameter estimation problem for a reaction-diffusion glioma growth model with mass effects. Journal of Mathematical Biology. 56: 793-825. PMID 18026731 DOI: 10.1007/s00285-007-0139-x  0.96
2008 Fan Y, Gur RE, Gur RC, Wu X, Shen D, Calkins ME, Davatzikos C. Unaffected family members and schizophrenia patients share brain structure patterns: a high-dimensional pattern classification study. Biological Psychiatry. 63: 118-24. PMID 17555720 DOI: 10.1016/j.biopsych.2007.03.015  0.96
2008 Belmonte MK, Mazziotta JC, Minshew NJ, Evans AC, Courchesne E, Dager SR, Bookheimer SY, Aylward EH, Amaral DG, Cantor RM, Chugani DC, Dale AM, Davatzikos C, Gerig G, Herbert MR, et al. Offering to share: how to put heads together in autism neuroimaging. Journal of Autism and Developmental Disorders. 38: 2-13. PMID 17347882 DOI: 10.1007/s10803-006-0352-2  0.96
2008 Davatzikos C, Fan Y, Wu X, Shen D, Resnick SM. Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging. Neurobiology of Aging. 29: 514-23. PMID 17174012 DOI: 10.1016/j.neurobiolaging.2006.11.010  0.44
2008 Hogea C, Davatzikos C, Biros G. Brain-tumor interaction biophysical models for medical image registration Siam Journal On Scientific Computing. 30: 3050-3072. DOI: 10.1137/07069208X  0.96
2008 Zacharaki EI, Hogea CS, Shen D, Biros G, Davatzikos C. Parallel optimization of tumor model parameters for fast registration of brain tumor images Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6914. DOI: 10.1117/12.767788  0.96
2008 Verma R, Khurd P, Loughead J, Gur R, Davatzikos C. Manifold based morphometry applied to schizophrenia 2008 5th Ieee International Symposium On Biomedical Imaging: From Nano to Macro, Proceedings, Isbi. 704-707. DOI: 10.1109/ISBI.2008.4541093  0.96
2007 Sundar H, Shen D, Biros G, Xu C, Davatzikos C. 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. 10: 950-8. PMID 18051150  0.96
2007 Hogea C, Davatzikos C, Biros G. 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. 10: 642-50. PMID 18051113 DOI: 10.1007/978-3-540-75757-3_78  0.96
2007 Hogea C, Biros G, Abraham F, Davatzikos C. A robust framework for soft tissue simulations with application to modeling brain tumor mass effect in 3D MR images. Physics in Medicine and Biology. 52: 6893-908. PMID 18029982 DOI: 10.1088/0031-9155/52/23/008  0.96
2007 Zhan Y, Ou Y, Feldman M, Tomaszeweski J, Davatzikos C, Shen D. Registering histologic and MR images of prostate for image-based cancer detection. Academic Radiology. 14: 1367-81. PMID 17964460 DOI: 10.1016/j.acra.2007.07.018  0.96
2007 Zhan Y, Shen D, Zeng J, Sun L, Fichtinger G, Moul J, Davatzikos C. Targeted prostate biopsy using statistical image analysis Ieee Transactions On Medical Imaging. 26: 779-788. PMID 17679329 DOI: 10.1109/TMI.2006.891497  0.96
2007 Verma R, Khurd P, Davatzikos C. On analyzing diffusion tensor images by identifying manifold structure using isomaps. Ieee Transactions On Medical Imaging. 26: 772-8. PMID 17679328 DOI: 10.1109/TMI.2006.891484  0.96
2007 Khurd P, Verma R, Davatzikos C. Kernel-based manifold learning for statistical analysis of diffusion tensor images. Information Processing in Medical Imaging : Proceedings of the ... Conference. 20: 581-93. PMID 17633731 DOI: 10.1007/978-3-540-73273-0_48  0.96
2007 Schwartz BS, Chen S, Caffo B, Stewart WF, Bolla KI, Yousem D, Davatzikos C. Relations of brain volumes with cognitive function in males 45 years and older with past lead exposure. Neuroimage. 37: 633-41. PMID 17600728 DOI: 10.1016/j.neuroimage.2007.05.035  0.96
2007 Fan Y, Shen D, Gur RC, Gur RE, Davatzikos C. COMPARE: classification of morphological patterns using adaptive regional elements. Ieee Transactions On Medical Imaging. 26: 93-105. PMID 17243588 DOI: 10.1109/TMI.2006.886812  0.96
2007 Sundar H, Sampath RS, Adavani SS, Davatzikos C, Biros G. Low-constant parallel algorithms for finite element simulations using linear octrees Proceedings of the 2007 Acm/Ieee Conference On Supercomputing, Sc'07. DOI: 10.1145/1362622.1362656  0.96
2007 Cai H, Verma R, Ou Y, Lee SK, Melhem ER, Davatzikos C. Probabilistic segmentation of brain tumors based on multi-modality magnetic resonance images 2007 4th Ieee International Symposium On Biomedical Imaging: From Nano to Macro - Proceedings. 600-603. DOI: 10.1109/ISBI.2007.356923  0.96
2007 Khurd P, Baloch S, Gur R, Davatzikos C, Verma R. Manifold learning techniques in image analysis of high-dimensional diffusion tensor magnetic resonance images Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. DOI: 10.1109/CVPR.2007.383403  0.96
2006 Fan Y, Rao H, Giannetta J, Hurt H, Wang J, Davatzikos C, Shen D. 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. Annual Conference. 6585-8. PMID 17959459 DOI: 10.1109/IEMBS.2006.260894  0.44
2006 Fan Y, Rao H, Giannetta J, Hurt H, Wang J, Davatzikos C, Shen D. 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. Annual Conference. 1: 1044-7. PMID 17946017 DOI: 10.1109/IEMBS.2006.259260  0.44
2006 Beresford TP, Arciniegas DB, Alfers J, Clapp L, Martin B, Du Y, Liu D, Shen D, Davatzikos C. Hippocampus volume loss due to chronic heavy drinking. Alcoholism, Clinical and Experimental Research. 30: 1866-70. PMID 17067350 DOI: 10.1111/j.1530-0277.2006.00223.x  0.44
2006 Beresford TP, Arciniegas DB, Alfers J, Clapp L, Martin B, Beresford HF, Du Y, Liu D, Shen D, Davatzikos C, Laudenslager ML. Hypercortisolism in alcohol dependence and its relation to hippocampal volume loss. Journal of Studies On Alcohol. 67: 861-7. PMID 17061003 DOI: 10.15288/jsa.2006.67.861  0.44
2006 Xue Z, Shen D, Karacali B, Stern J, Rottenberg D, Davatzikos C. Simulating deformations of MR brain images for validation of atlas-based segmentation and registration algorithms. Neuroimage. 33: 855-66. PMID 16997578 DOI: 10.1016/j.neuroimage.2006.08.007  0.96
2006 Xue Z, Shen D, Davatzikos C. Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping. Medical Image Analysis. 10: 740-51. PMID 16887376 DOI: 10.1016/j.media.2006.06.007  0.44
2006 Mohamed A, Zacharaki EI, Shen D, Davatzikos C. Deformable registration of brain tumor images via a statistical model of tumor-induced deformation. Medical Image Analysis. 10: 752-63. PMID 16860588 DOI: 10.1016/j.media.2006.06.005  0.44
2006 Stewart WF, Schwartz BS, Davatzikos C, Shen D, Liu D, Wu X, Todd AC, Shi W, Bassett S, Youssem D. Past adult lead exposure is linked to neurodegeneration measured by brain MRI. Neurology. 66: 1476-84. PMID 16717205 DOI: 10.1212/01.wnl.0000216138.69777.15  0.96
2006 Xue Z, Shen D, Davatzikos C. CLASSIC: consistent longitudinal alignment and segmentation for serial image computing. Neuroimage. 30: 388-99. PMID 16275137 DOI: 10.1016/j.neuroimage.2005.09.054  0.44
2006 Sundar H, Khamene A, Xu C, Sauer F, Davatzikos C. A novel 2D-3D registration algorithm for aligning fluoro images with 3D pre-op CT/MR images Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6141. DOI: 10.1117/12.654251  0.96
2006 Makrogiannis S, Verma R, Karacali B, Davatzikos C. A joint transformation and residual image descriptor for morphometric image analysis using an equivalence class formulation Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2006. DOI: 10.1109/CVPRW.2006.17  0.96
2006 Khurd P, Verma R, Davatzikos C. On characterizing and analyzing diffusion tensor images by learning their underlying manifold structure Proceedings of the Ieee Computer Society Conference On Computer Vision and Pattern Recognition. 2006. DOI: 10.1109/CVPRW.2006.148  0.96
2005 Xue Z, Shen D, Davatzikos C. CLASSIC: consistent longitudinal alignment and segmentation for serial image computing. Information Processing in Medical Imaging : Proceedings of the ... Conference. 19: 101-13. PMID 17354688 DOI: 10.1007/11505730_9  0.44
2005 Tao X, Davatzikos C, Prince JL. 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. 8: 870-7. PMID 16686042 DOI: 10.1007/11566489_107  0.96
2005 Xue Z, Shen D, Karacali B, Davatzikos C. 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. 8: 500-8. PMID 16685997 DOI: 10.1007/11566489_62  0.96
2005 Mohamed A, Shen D, Davatzikos C. 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. 8: 263-70. PMID 16685968 DOI: 10.1007/11566489_33  0.44
2005 Davatzikos C, Shen D, Gur RC, Wu X, Liu D, Fan Y, Hughett P, Turetsky BI, Gur RE. Whole-brain morphometric study of schizophrenia revealing a spatially complex set of focal abnormalities. Archives of General Psychiatry. 62: 1218-27. PMID 16275809 DOI: 10.1001/archpsyc.62.11.1218  0.96
2005 Davatzikos C, Ruparel K, Fan Y, Shen DG, Acharyya M, Loughead JW, Gur RC, Langleben DD. Classifying spatial patterns of brain activity with machine learning methods: application to lie detection. Neuroimage. 28: 663-8. PMID 16169252 DOI: 10.1016/j.neuroimage.2005.08.009  0.96
2005 Verma R, Mori S, Shen D, Yarowsky P, Zhang J, Davatzikos C. 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. 102: 6978-83. PMID 15860588 DOI: 10.1073/pnas.0407828102  0.44
2005 Verma R, Davatzikos C, Loughead J, Indersmitten T, Hu R, Kohler C, Gur RE, Gur RC. Quantification of facial expressions using high-dimensional shape transformations. Journal of Neuroscience Methods. 141: 61-73. PMID 15585289 DOI: 10.1016/j.jneumeth.2004.05.016  0.96
2004 Xue Z, Shen D, Davatzikos C. Determining correspondence in 3-D MR brain images using attribute vectors as morphological signatures of voxels. Ieee Transactions On Medical Imaging. 23: 1276-91. PMID 15493695 DOI: 10.1109/TMI.2004.834616  0.44
2004 Shen D, Liu D, Liu H, Clasen L, Giedd J, Davatzikos C. Automated morphometric study of brain variation in XXY males. Neuroimage. 23: 648-53. PMID 15488414 DOI: 10.1016/j.neuroimage.2004.08.018  0.96
2004 Lao Z, Shen D, Xue Z, Karacali B, Resnick SM, Davatzikos C. Morphological classification of brains via high-dimensional shape transformations and machine learning methods. Neuroimage. 21: 46-57. PMID 14741641 DOI: 10.1016/j.neuroimage.2003.09.027  0.96
2003 Davatzikos C, Barzi A, Lawrie T, Hoon AH, Melhem ER. Correlation of Corpus Callosal Morphometry with Cognitive and Motor Function in Periventricular Leukomalacia Neuropediatrics. 34: 247-252. PMID 14598230 DOI: 10.1055/s-2003-43259  0.96
2003 Ashburner J, Csernansky JG, Davatzikos C, Fox NC, Frisoni GB, Thompson PM. Computer-assisted imaging to assess brain structure in healthy and diseased brains. The Lancet. Neurology. 2: 79-88. PMID 12849264 DOI: 10.1016/S1474-4422(03)00304-1  0.96
2003 Xu D, Mori S, Shen D, van Zijl PC, Davatzikos C. 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. 50: 175-82. PMID 12815692 DOI: 10.1002/mrm.10489  0.44
2003 Davatzikos C, Tao X, Shen D. Hierarchical active shape models, using the wavelet transform. Ieee Transactions On Medical Imaging. 22: 414-23. PMID 12760558 DOI: 10.1109/TMI.2003.809688  0.44
2003 Shen D, Davatzikos C. Very high-resolution morphometry using mass-preserving deformations and HAMMER elastic registration Neuroimage. 18: 28-41. PMID 12507441 DOI: 10.1006/nimg.2002.1301  0.96
2003 Behnke KJ, Rettmann ME, Pham DL, Shen D, Resnick SM, Davatzikos C, Prince JL. Automatic classification of sulcal regions of the human brain cortex using pattern recognition Proceedings of Spie - the International Society For Optical Engineering. 5032: 1499-1510. DOI: 10.1117/12.480834  0.96
2002 Davatzikos C, Liu D, Shen D, Herskovits EH. Spatial normalization of spine MR images for statistical correlation of lesions with clinical symptoms. Radiology. 224: 919-26. PMID 12202733 DOI: 10.1148/radiol.2243011266  0.44
2002 Tao X, Prince JL, Davatzikos C. Using a statistical shape model to extract sulcal curves on the outer cortex of the human brain. Ieee Transactions On Medical Imaging. 21: 513-24. PMID 12071622 DOI: 10.1109/TMI.2002.1009387  0.96
2002 Shen D, Moffat S, Resnick SM, Davatzikos C. Measuring size and shape of the hippocampus in MR images using a deformable shape model. Neuroimage. 15: 422-34. PMID 11798276 DOI: 10.1006/nimg.2001.0987  0.44
2001 Shen D, Lao Z, Zeng J, Herskovits EH, Fichtinger G, Davatzikos C. A statistical atlas of prostate cancer for optimal biopsy Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2208: 416-424. DOI: 10.1007/3-540-45468-3_50  0.96
2000 Shen D, Davatzikos C. An adaptive-focus deformable model using statistical and geometric information Ieee Transactions On Pattern Analysis and Machine Intelligence. 22: 906-913. DOI: 10.1109/34.868689  0.96
1996 Davatzikos C, Prince JL, Nick Bryan R. Image registration based on boundary mapping Ieee Transactions On Medical Imaging. 15: 112-115. DOI: 10.1109/42.481446  0.96
Show low-probability matches.