Christos Davatzikos

Christos Davatzikos

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Christos Davatzikos

Christos Davatzikos

Publications by authors named "Christos Davatzikos"

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Widespread Morphometric Abnormalities in Major Depression: Neuroplasticity and Potential for Biomarker Development.

Neuroimaging Clin N Am 2020 Feb 8;30(1):85-95. Epub 2019 Nov 8.

Center for Biomedical Image Computing and Analytics, Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.

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http://dx.doi.org/10.1016/j.nic.2019.09.008DOI Listing
February 2020

Precision diagnostics based on machine learning-derived imaging signatures.

Magn Reson Imaging 2019 Dec 6;64:49-61. Epub 2019 May 6.

Center for Biomedical Image Computing and Analytics, University of Pennsylvania, United States of America.

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http://dx.doi.org/10.1016/j.mri.2019.04.012DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6832825PMC
December 2019

Evidence for Dissociable Linkage of Dimensions of Psychopathology to Brain Structure in Youths.

Am J Psychiatry 2019 Dec 24;176(12):1000-1009. Epub 2019 Jun 24.

The Department of Psychiatry (Kaczkurkin, Moore, Calkins, Cieslak, Rosen, Ciric, Xia, Cui, Sharma, Wolf, Ruparel, Roalf, R.C. Gur, R.E. Gur, Satterthwaite) and the Department of Radiology (Sotiras, R.C. Gur, Davatzikos, R.E. Gur), Perelman School of Medicine, University of Pennsylvania, Philadelphia; the Department of Psychiatry, Lewis Katz School of Medicine, Temple University, Philadelphia (Park); the Department of Radiology, Washington University, St. Louis (Sotiras); the Emotion and Development Branch, Intramural Research Program, NIMH, Bethesda, Md. (Pine); the Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia (Shinohara); and the Philadelphia Veterans Administration Medical Center, Philadelphia (R.C. Gur).

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http://dx.doi.org/10.1176/appi.ajp.2019.18070835DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6888993PMC
December 2019

Special issue on MICCAI 2018.

Med Image Anal 2019 Dec 16;58:101560. Epub 2019 Sep 16.

Universidad de Valladolid, Valladolid, Spain. Electronic address:

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http://dx.doi.org/10.1016/j.media.2019.101560DOI Listing
December 2019

Estimating regional cerebral blood flow using resting-state functional MRI via machine learning.

J Neurosci Methods 2019 Nov 19;331:108528. Epub 2019 Nov 19.

Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA; Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA. Electronic address:

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http://dx.doi.org/10.1016/j.jneumeth.2019.108528DOI Listing
November 2019

Sex differences in brain aging and predictors of neurodegeneration in cognitively healthy older adults.

Neurobiol Aging 2019 09 5;81:146-156. Epub 2019 Jun 5.

Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neurobiolaging.2019.05.020DOI Listing
September 2019

IJCARS-MICCAI 2018 special issue.

Int J Comput Assist Radiol Surg 2019 09;14(9):1461

ETSI Telecomunicación, Universidad de Valladolid, Paseo de Belén 15, 47011, Valladolid, Spain.

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http://dx.doi.org/10.1007/s11548-019-02067-0DOI Listing
September 2019

Neurostructural Heterogeneity in Youths With Internalizing Symptoms.

Biol Psychiatry 2019 Sep 18. Epub 2019 Sep 18.

Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, Pennsylvania.

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http://dx.doi.org/10.1016/j.biopsych.2019.09.005DOI Listing
September 2019

Machine learning in neuroimaging: Progress and challenges.

Neuroimage 2019 08 6;197:652-656. Epub 2018 Oct 6.

Center for Biomedical Image Computing and Analytics, University of Pennsylvania, United States. Electronic address:

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https://linkinghub.elsevier.com/retrieve/pii/S10538119183196
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http://dx.doi.org/10.1016/j.neuroimage.2018.10.003DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6499712PMC
August 2019

Imaging signatures of glioblastoma molecular characteristics: A radiogenomics review.

J Magn Reson Imaging 2019 Aug 27. Epub 2019 Aug 27.

Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, Pennsylvania, USA.

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http://dx.doi.org/10.1002/jmri.26907DOI Listing
August 2019

Addressing heterogeneity (and homogeneity) in treatment mechanisms in depression and the potential to develop diagnostic and predictive biomarkers.

Neuroimage Clin 2019 Aug 28;24:101997. Epub 2019 Aug 28.

Center for Biomedical Image Computing and Analytics, Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA.

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http://dx.doi.org/10.1016/j.nicl.2019.101997DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6807387PMC
August 2019

Cigarette smoking and cerebral blood flow in a cohort of middle-aged adults.

J Cereb Blood Flow Metab 2019 Jul 22;39(7):1247-1257. Epub 2018 Jan 22.

1 Laboratory of Epidemiology and Population Sciences, National Institute on Aging, Bethesda, MD, USA.

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http://dx.doi.org/10.1177/0271678X18754973DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6668508PMC
July 2019

Association of Midlife Hearing Impairment With Late-Life Temporal Lobe Volume Loss.

JAMA Otolaryngol Head Neck Surg 2019 Jul 3. Epub 2019 Jul 3.

Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, Maryland.

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http://dx.doi.org/10.1001/jamaoto.2019.1610DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6613307PMC
July 2019

Motion artifact in studies of functional connectivity: Characteristics and mitigation strategies.

Hum Brain Mapp 2019 05 1;40(7):2033-2051. Epub 2017 Nov 1.

Department of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.

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http://dx.doi.org/10.1002/hbm.23665DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5930165PMC
May 2019

Predictors of neurodegeneration differ between cognitively normal and subsequently impaired older adults.

Neurobiol Aging 2019 03 2;75:178-186. Epub 2018 Nov 2.

Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA. Electronic address:

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https://linkinghub.elsevier.com/retrieve/pii/S01974580183038
Publisher Site
http://dx.doi.org/10.1016/j.neurobiolaging.2018.10.024DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6394867PMC
March 2019

Emerging Applications of Artificial Intelligence in Neuro-Oncology.

Radiology 2019 03 22;290(3):607-618. Epub 2019 Jan 22.

From the Department of Radiology, Division of Neuroradiology, Perelman School of Medicine at the University of Pennsylvania, 3400 Spruce St, Philadelphia, PA 19104 (J.D.R., C.D., S.M.); Department of Radiology & Biomedical Imaging, University of California, San Francisco, San Francisco, Calif (A.M.R.); and Department of Diagnostic Medicine, Dell Medical School, University of Texas, Austin, Tex (R.N.B.).

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http://dx.doi.org/10.1148/radiol.2018181928DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6389268PMC
March 2019

Inflammatory markers and imaging patterns of advanced brain aging in the general population.

Brain Imaging Behav 2019 Mar 1. Epub 2019 Mar 1.

Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Ferdinand-Sauerbruch-Straße, 17475, Greifswald, Germany.

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http://dx.doi.org/10.1007/s11682-019-00058-yDOI Listing
March 2019

Sex differences in the association between amyloid and longitudinal brain volume change in cognitively normal older adults.

Neuroimage Clin 2019 11;22:101769. Epub 2019 Mar 11.

Laboratory of Behavioral Neuroscience, National Institutes of Health, National Institute on Aging, Baltimore, MD, United States of America. Electronic address:

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http://dx.doi.org/10.1016/j.nicl.2019.101769DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6444285PMC
March 2019

Cigarette smoking and gray matter brain volumes in middle age adults: the CARDIA Brain MRI sub-study.

Transl Psychiatry 2019 02 11;9(1):78. Epub 2019 Feb 11.

Laboratory of Epidemiology and Population Science, National Institute on Aging, Bethesda, MD, USA.

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http://dx.doi.org/10.1038/s41398-019-0401-1DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6370765PMC
February 2019

Classification of multi-site MR images in the presence of heterogeneity using multi-task learning.

Neuroimage Clin 2018 9;19:476-486. Epub 2018 May 9.

Center for Biomedical Image Computing and Analytics, and Department of Radiology, University of Pennsylvania, Philadelphia, PA 19104, United States.

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http://dx.doi.org/10.1016/j.nicl.2018.04.037DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6029565PMC
January 2019

APOE Effect on Amyloid-β PET Spatial Distribution, Deposition Rate, and Cut-Points.

J Alzheimers Dis 2019 ;69(3):783-793

Department of Pathology & Laboratory Medicine, Institute on Aging, Center for Neurodegenerative Disease Research, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.

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http://dx.doi.org/10.3233/JAD-181282DOI Listing
January 2019

Network changes associated with transdiagnostic depressive symptom improvement following cognitive behavioral therapy in MDD and PTSD.

Mol Psychiatry 2018 12 13;23(12):2314-2323. Epub 2018 Aug 13.

Center for Neuromodulation in Depression and Stress, Department of Psychiatry, University of Pennsylvania, Philadelphia, PA, 19104, USA.

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http://dx.doi.org/10.1038/s41380-018-0201-7DOI Listing
December 2018

Characterization of active and infiltrative tumorous subregions from normal tissue in brain gliomas using multiparametric MRI.

J Magn Reson Imaging 2018 10 7;48(4):938-950. Epub 2018 Feb 7.

Quantitative MR Imaging and Spectroscopy Group, Research Center for Molecular and Cellular Imaging, Tehran University of Medical Sciences, Tehran, Iran.

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http://dx.doi.org/10.1002/jmri.25963DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6081259PMC
October 2018

Brain Magnetic Resonance Imaging Findings in Children and Young Adults With CKD.

Am J Kidney Dis 2018 09 15;72(3):349-359. Epub 2018 Feb 15.

Division of Nephrology, Children's Hospital of Philadelphia, Philadelphia, PA; Department of Pediatrics, Center for Biomedical Image Computing and Analytics, Philadelphia, PA; Department of Biostatistics and Epidemiology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA.

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http://dx.doi.org/10.1053/j.ajkd.2017.11.024DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6070426PMC
September 2018

White matter lesions: Spatial heterogeneity, links to risk factors, cognition, genetics, and atrophy.

Neurology 2018 09 3;91(10):e964-e975. Epub 2018 Aug 3.

From the Center for Biomedical Image Computing and Analytics (M.H., A.S., G.E., N.R.B., J.D., C.D.), Department of Neurology and Penn Memory Center (M.H., D.A.W.), and Department of Biostatistics and Epidemiology (H.S.), University of Pennsylvania, Philadelphia; Department of Psychiatry (M.H., D.J., H.J.G.), Institute for Community Medicine (M.H., H.V., W.H.), and Department of Neurology (U.S.), University of Greifswald, Germany; Department of Neurology (J.B.T.), Houston Methodist Hospital, TX; German Center for Neurodegenerative Diseases (W.H., H.J.G.), Rostock/Greifswald, Germany; and Laboratory of Behavioral Neuroscience (S.M.R.), National Institute on Aging, Baltimore, MD.

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http://dx.doi.org/10.1212/WNL.0000000000006116DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6139818PMC
September 2018

SPARCL1 Accelerates Symptom Onset in Alzheimer's Disease and Influences Brain Structure and Function During Aging.

J Alzheimers Dis 2018 ;61(1):401-414

Clinical and Translational Neuroscience Unit, Laboratory of Behavioral Neuroscience, National Institute on Aging (NIA), National Institutes of Health (NIH), Baltimore, MD, USA.

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http://dx.doi.org/10.3233/JAD-170557DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5934753PMC
July 2018

MIDAS: Regionally linear multivariate discriminative statistical mapping.

Neuroimage 2018 07 7;174:111-126. Epub 2018 Mar 7.

Section for Biomedical Image Analysis, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, 19104, USA.

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http://dx.doi.org/10.1016/j.neuroimage.2018.02.060DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5949280PMC
July 2018

Epidermal Growth Factor Receptor Extracellular Domain Mutations in Glioblastoma Present Opportunities for Clinical Imaging and Therapeutic Development.

Cancer Cell 2018 07;34(1):163-177.e7

Department of Neurosurgery, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Biomedical Image Computing and Analytics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Abramson Cancer Center, University of Pennsylvania, Philadelphia, PA 19104, USA. Electronic address:

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http://dx.doi.org/10.1016/j.ccell.2018.06.006DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6424337PMC
July 2018

Evaluation of non-negative matrix factorization of grey matter in age prediction.

Neuroimage 2018 06 6;173:394-410. Epub 2018 Mar 6.

Institute of Neuroscience and Medicine (INM-1, INM-7), Research Centre Juelich, Germany; Institute of Systems Neuroscience, Medical Faculty, Heinrich-Heine University Düsseldorf, Germany; Institute of Clinical Neuroscience and Medical Psychology, Heinrich-Heine University Düsseldorf, Düsseldorf, Germany. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2018.03.007DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5911196PMC
June 2018

Radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma: implications for personalized radiotherapy planning.

J Med Imaging (Bellingham) 2018 Apr 1;5(2):021219. Epub 2018 Mar 1.

University of Pennsylvania, Center for Biomedical Image Computing and Analytics, Perelman School of Medicine, Philadelphia, Pennsylvania, United States.

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http://dx.doi.org/10.1117/1.JMI.5.2.021219DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5831697PMC
April 2018

Longitudinally and inter-site consistent multi-atlas based parcellation of brain anatomy using harmonized atlases.

Neuroimage 2018 02 4;166:71-78. Epub 2017 Nov 4.

Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA, USA.

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http://dx.doi.org/10.1016/j.neuroimage.2017.10.026DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5748021PMC
February 2018

APOE, thought disorder, and SPARE-AD predict cognitive decline in established Parkinson's disease.

Mov Disord 2018 02 23;33(2):289-297. Epub 2017 Nov 23.

Department of Neurology, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pennsylvania, USA.

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http://dx.doi.org/10.1002/mds.27204DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5809205PMC
February 2018

Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma.

Brainlesion 2018 17;10670:133-145. Epub 2018 Feb 17.

Department of Radiology, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA.

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http://dx.doi.org/10.1007/978-3-319-75238-9_12DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5934754PMC
February 2018

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features.

Sci Data 2017 09 5;4:170117. Epub 2017 Sep 5.

Center for Biomedical Image Computing and Analytics (CBICA), Perelman School of Medicine, University of Pennsylvania, Richards Medical Research Laboratories, Floor 7, 3700 Hamilton Walk, Philadelphia, Pennsylvania 19104, USA.

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http://dx.doi.org/10.1038/sdata.2017.117DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5685212PMC
September 2017

Subject-Specific Structural Parcellations Based on Randomized AB-divergences.

Med Image Comput Comput Assist Interv 2017 Sep 4;10433:407-415. Epub 2017 Sep 4.

University of Pennsylvania, Philadelphia, PA 19104, USA.

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http://dx.doi.org/10.1007/978-3-319-66182-7_47DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5654567PMC
September 2017

Detection of EGFRvIII in Glioblastoma via Perfusion Magnetic Resonance Imaging Signature Consistent with Deep Peritumoral Infiltration: The -Index.

Clin Cancer Res 2017 Aug 20;23(16):4724-4734. Epub 2017 Apr 20.

Center for Biomedical Image Computing and Analytics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania.

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http://dx.doi.org/10.1158/1078-0432.CCR-16-1871DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5559313PMC
August 2017

Common Dimensional Reward Deficits Across Mood and Psychotic Disorders: A Connectome-Wide Association Study.

Am J Psychiatry 2017 07 31;174(7):657-666. Epub 2017 Jan 31.

From the Departments of Psychiatry, Psychology, Biostatistics and Epidemiology, Radiology, Bioengineering, Perelman School of Medicine, and the Department of Electrical and Systems Engineering, University of Pennsylvania, Philadelphia.

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http://dx.doi.org/10.1176/appi.ajp.2016.16070774DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5495611PMC
July 2017

A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages.

Neuroimage 2017 07 13;155:530-548. Epub 2017 Apr 13.

Center for Biomedical Image Computing and Analytics, Perelman School of Medicine, University of Pennsylvania, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2017.03.057DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5511557PMC
July 2017

Riccati-Regularized Precision Matrices for Neuroimaging.

Inf Process Med Imaging 2017 Jun 23;10265:275-286. Epub 2017 May 23.

Department of Radiology, University of Pennsylvania, 3700 Hamilton Walk, Richards Building, 7th Floor, Philadelphia, PA 19104, USA.

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http://dx.doi.org/10.1007/978-3-319-59050-9_22DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5831745PMC
June 2017

Differential Associations of Socioeconomic Status With Global Brain Volumes and White Matter Lesions in African American and White Adults: the HANDLS SCAN Study.

Psychosom Med 2017 Apr;79(3):327-335

From the Department of Psychology (Waldstein), University of Maryland, Baltimore County, Baltimore, Maryland; Division of Gerontology and Geriatric Medicine (Waldstein, Katzel), Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland; Geriatric Research Education and Clinical Center (Waldstein, Katzel), Baltimore VA Medical Center, Baltimore, Maryland; Laboratory of Epidemiology and Population Sciences (Dore, Evans, Zonderman), National Institute on Aging Intramural Research Program, Baltimore, Maryland; Section of Biomedical Image Analysis (Davatzikos, Erus), Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Diagnostic Radiology (Gullapalli, Kouo), University of Maryland School of Medicine, Baltimore, Maryland; Division of Nephrology (Seliger), Department of Medicine, University of Maryland School of Medicine, Baltimore, Maryland; and Department of Statistics (Rosenberger), George Mason University, Fairfax, Virginia.

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http://dx.doi.org/10.1097/PSY.0000000000000408DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5373998PMC
April 2017

Patterns of coordinated cortical remodeling during adolescence and their associations with functional specialization and evolutionary expansion.

Proc Natl Acad Sci U S A 2017 03 13;114(13):3527-3532. Epub 2017 Mar 13.

Center for Biomedical Image Computing and Analytics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.

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http://dx.doi.org/10.1073/pnas.1620928114DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5380071PMC
March 2017

Improved brain tumor segmentation by utilizing tumor growth model in longitudinal brain MRI.

Proc SPIE Int Soc Opt Eng 2017 Feb 3;10134. Epub 2017 Mar 3.

Vision Lab, Electrical & Computer Engineering, Old Dominion University.

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http://dx.doi.org/10.1117/12.2254034DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5476314PMC
February 2017

HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework.

Neuroimage 2017 01 23;145(Pt B):346-364. Epub 2016 Feb 23.

Section for Biomedical Image Analysis, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA.

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http://dx.doi.org/10.1016/j.neuroimage.2016.02.041DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5408358PMC
January 2017

Computational neuroanatomy using brain deformations: From brain parcellation to multivariate pattern analysis and machine learning.

Med Image Anal 2016 10 16;33:149-154. Epub 2016 Jun 16.

Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, United States . Electronic address:

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http://dx.doi.org/10.1016/j.media.2016.06.026DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5642036PMC
October 2016

Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes.

Med Image Comput Comput Assist Interv 2016 Oct 2;9900:300-307. Epub 2016 Oct 2.

Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA.

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http://dx.doi.org/10.1007/978-3-319-46720-7_35DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5492184PMC
October 2016

Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework.

Brainlesion 2016 10 12;10154:184-194. Epub 2017 Apr 12.

Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA.

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http://dx.doi.org/10.1007/978-3-319-55524-9_18DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5512606PMC
October 2016

Imaging genomics in cancer research: limitations and promises.

Br J Radiol 2016 11;89(1061):20151030. Epub 2016 Feb 11.

4 Division of Oncology and Center for Childhood Cancer Research, Children's Hospital of Philadelphia, Philadelphia, PA, USA.

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http://dx.doi.org/10.1259/bjr.20151030DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4985482PMC
September 2016

Effects of Hormone Therapy on Brain Volumes Changes of Postmenopausal Women Revealed by Optimally-Discriminative Voxel-Based Morphometry.

PLoS One 2016 14;11(3):e0150834. Epub 2016 Mar 14.

Center for Biomedical Image Computing and Analytics, Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.

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http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0150834PLOS
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4790922PMC
August 2016

Peripheral sphingolipids are associated with variation in white matter microstructure in older adults.

Neurobiol Aging 2016 07 21;43:156-63. Epub 2016 Apr 21.

Laboratory of Behavioral Neuroscience, Intramural Research Program, National Institute on Aging, National Institutes of Health, Baltimore, MD, USA.

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http://dx.doi.org/10.1016/j.neurobiolaging.2016.04.008DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4894643PMC
July 2016

Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease.

Authors:
Genevera I Allen Nicola Amoroso Catalina Anghel Venkat Balagurusamy Christopher J Bare Derek Beaton Roberto Bellotti David A Bennett Kevin L Boehme Paul C Boutros Laura Caberlotto Cristian Caloian Frederick Campbell Elias Chaibub Neto Yu-Chuan Chang Beibei Chen Chien-Yu Chen Ting-Ying Chien Tim Clark Sudeshna Das Christos Davatzikos Jieyao Deng Donna Dillenberger Richard J B Dobson Qilin Dong Jimit Doshi Denise Duma Rosangela Errico Guray Erus Evan Everett David W Fardo Stephen H Friend Holger Fröhlich Jessica Gan Peter St George-Hyslop Satrajit S Ghosh Enrico Glaab Robert C Green Yuanfang Guan Ming-Yi Hong Chao Huang Jinseub Hwang Joseph Ibrahim Paolo Inglese Anandhi Iyappan Qijia Jiang Yuriko Katsumata John S K Kauwe Arno Klein Dehan Kong Roland Krause Emilie Lalonde Mario Lauria Eunjee Lee Xihui Lin Zhandong Liu Julie Livingstone Benjamin A Logsdon Simon Lovestone Tsung-Wei Ma Ashutosh Malhotra Lara M Mangravite Taylor J Maxwell Emily Merrill John Nagorski Aishwarya Namasivayam Manjari Narayan Mufassra Naz Stephen J Newhouse Thea C Norman Ramil N Nurtdinov Yen-Jen Oyang Yudi Pawitan Shengwen Peng Mette A Peters Stephen R Piccolo Paurush Praveen Corrado Priami Veronica Y Sabelnykova Philipp Senger Xia Shen Andrew Simmons Aristeidis Sotiras Gustavo Stolovitzky Sabina Tangaro Andrea Tateo Yi-An Tung Nicholas J Tustison Erdem Varol George Vradenburg Michael W Weiner Guanghua Xiao Lei Xie Yang Xie Jia Xu Hojin Yang Xiaowei Zhan Yunyun Zhou Fan Zhu Hongtu Zhu Shanfeng Zhu

Alzheimers Dement 2016 06 11;12(6):645-53. Epub 2016 Apr 11.

School of Computer Science, Fudan University, Shanghai, Shanghai, China; Shanghai Key Lab of Intelligent Information Processing, Fudan University, Shanghai, Shanghai, China; Centre for Computational Systems Biology, Fudan University, Shanghai, China.

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http://dx.doi.org/10.1016/j.jalz.2016.02.006DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5474755PMC
June 2016

Structural Brain Abnormalities in Youth With Psychosis Spectrum Symptoms.

JAMA Psychiatry 2016 05;73(5):515-24

Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia3Department of Radiology, University of Pennsylvania, Philadelphia.

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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5048443PMC
http://dx.doi.org/10.1001/jamapsychiatry.2015.3463DOI Listing
May 2016

Imaging Surrogates of Infiltration Obtained Via Multiparametric Imaging Pattern Analysis Predict Subsequent Location of Recurrence of Glioblastoma.

Neurosurgery 2016 Apr;78(4):572-80

Departments of ‡Radiology, §Neurosurgery, ¶Pathology and Laboratory Medicine, and ‖Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, Pennsylvania; #Institute for Computational Engineering and Sciences, The University of Texas at Austin, Austin, Texas; **Department of Radiation Oncology, University of Pennsylvania, Philadelphia, Pennsylvania.

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http://dx.doi.org/10.1227/NEU.0000000000001202DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC4853918PMC
April 2016