Publications by authors named "Christos Davatzikos"

100Publications

Left ventricular segmental strain and the prediction of cancer therapy-related cardiac dysfunction.

Eur Heart J Cardiovasc Imaging 2020 Nov 18. Epub 2020 Nov 18.

Division of Cardiology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia, PA, USA.

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http://dx.doi.org/10.1093/ehjci/jeaa288DOI Listing
November 2020

Cognitive and neuroimaging profiles of older adults with dual decline in memory and gait speed.

Neurobiol Aging 2020 Oct 9;97:49-55. Epub 2020 Oct 9.

Translational Gerontology Branch Longitudinal Studies Section, National Institute on Aging, Baltimore, MD, USA.

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http://dx.doi.org/10.1016/j.neurobiolaging.2020.10.002DOI Listing
October 2020

A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies.

Neuroimage 2020 Aug 27;223:117248. Epub 2020 Aug 27.

Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Richards Building, 3700 Hamilton Walk, 7th Floor, Philadelphia, PA 19104, United States.

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http://dx.doi.org/10.1016/j.neuroimage.2020.117248DOI Listing
August 2020

Associations between cognitive and brain volume changes in cognitively normal older adults.

Neuroimage 2020 Aug 21;223:117289. Epub 2020 Aug 21.

Laboratory of Behavioral Neuroscience, National Institute on Aging, National Institutes of Health, 251 Bayview Boulevard, Baltimore, MD 21224-6825, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2020.117289DOI Listing
August 2020

Lasting consequences of concussion on the aging brain: Findings from the Baltimore Longitudinal Study of Aging.

Neuroimage 2020 Jul 20;221:117182. Epub 2020 Jul 20.

Laboratory of Behavioral Neuroscience, National Institute on Aging, 251 Bayview Blvd., Baltimore, MD, 21224-6825, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2020.117182DOI Listing
July 2020

Longitudinal ComBat: A method for harmonizing longitudinal multi-scanner imaging data.

Neuroimage 2020 10 5;220:117129. Epub 2020 Jul 5.

Penn Statistics in Imaging and Visualization Endeavor (PennSIVE) Center, Department of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, United States. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2020.117129DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7605103PMC
October 2020

Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training.

Neuroimage 2020 10 27;220:117081. Epub 2020 Jun 27.

Center for Biomedical Image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, PA, USA; Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuroimage.2020.117081DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597856PMC
October 2020

Association of hippocampal volume polygenic predictor score with baseline and change in brain volumes and cognition among cognitively healthy older adults.

Neurobiol Aging 2020 Oct 21;94:81-88. Epub 2020 May 21.

Vanderbilt Memory and Alzheimer's Center, Vanderbilt University Medical Center, Nashville, TN, USA; Department of Medicine, Vanderbilt Genetics Institute, Vanderbilt University Medical Center, Nashville, TN, USA.

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http://dx.doi.org/10.1016/j.neurobiolaging.2020.05.007DOI Listing
October 2020

Skull-Stripping of Glioblastoma MRI Scans Using 3D Deep Learning.

Brainlesion 2019 Oct 19;11992:57-68. Epub 2020 May 19.

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

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http://dx.doi.org/10.1007/978-3-030-46640-4_6DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7311100PMC
October 2019

Overall survival prediction in glioblastoma patients using structural magnetic resonance imaging (MRI): advanced radiomic features may compensate for lack of advanced MRI modalities.

J Med Imaging (Bellingham) 2020 May 9;7(3):031505. Epub 2020 Jun 9.

University of Pennsylvania, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, Richards Medical Research Laboratories, Philadelphia, PA, United States.

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http://dx.doi.org/10.1117/1.JMI.7.3.031505DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7282509PMC
May 2020

Integrated Biophysical Modeling and Image Analysis: Application to Neuro-Oncology.

Annu Rev Biomed Eng 2020 Jun;22:309-341

Oden Institute of Computational Engineering and Sciences, The University of Texas at Austin, Austin, Texas 78712, USA; email:

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http://dx.doi.org/10.1146/annurev-bioeng-062117-121105DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7520881PMC
June 2020

Hippocampal activation and connectivity in the aging brain.

Brain Imaging Behav 2020 Apr 20. Epub 2020 Apr 20.

Intramural Research Program, National Institute on Aging, NIH, 251 Bayview Blvd, Baltimore, MD, 21224-6825, USA.

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http://dx.doi.org/10.1007/s11682-020-00279-6DOI Listing
April 2020

Interaction between Apolipoprotein E and Butyrylcholinesterase Genes on Risk of Alzheimer's Disease in a Prospective Cohort Study.

J Alzheimers Dis 2020 ;75(2):417-427

Clinical and Translational Neuroscience Section, Laboratory of Behavioral Neuroscience, National Institute on Aging, Baltimore, MD, USA.

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http://dx.doi.org/10.3233/JAD-191335DOI Listing
January 2020

Disentangling Heterogeneity in Alzheimer's Disease and Related Dementias Using Data-Driven Methods.

Biol Psychiatry 2020 Jul 31;88(1):70-82. Epub 2020 Jan 31.

Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Radiology, University of Pennsylvania, Philadelphia, Pennsylvania.

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http://dx.doi.org/10.1016/j.biopsych.2020.01.016DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7305953PMC
July 2020

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping.

Radiology 2020 05 10;295(2):328-338. Epub 2020 Mar 10.

From OncoRay-National Center for Radiation Research in Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Helmholtz-Zentrum Dresden-Rossendorf, Fetscherstr 74, PF 41, 01307 Dresden, Germany (A.Z., S. Leger, E.G.C.T., C.R., S. Löck); National Center for Tumor Diseases (NCT), Partner Site Dresden, Germany: German Cancer Research Center (DKFZ), Heidelberg, Germany (A.Z.); Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden and Helmholtz Association/Helmholtz-Zentrum Dresden-Rossendorf (HZDR), Dresden, Germany (A.Z., S. Leger, E.G.C.T.); German Cancer Consortium (DKTK), Partner Site Dresden, and German Cancer Research Center (DKFZ), Heidelberg, Germany (A.Z., S. Leger, E.G.C.T., C.R., S. Löck); Medical Physics Unit, McGill University, Montréal, Canada (M.V., I.E.N.); Image Response Assessment Team Core Facility, Moffitt Cancer Center, Tampa, Fla (M.A.A.); Dana-Farber Cancer Institute, Brigham and Women's Hospital, and Harvard Medical School, Harvard University, Boston, Mass (H.J.W.L.A.); Institute of Information Systems, University of Applied Sciences Western Switzerland (HES-SO), Sierre, Switzerland (V.A., A.D., H.M.); Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY (A.A.); Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, Md (S.A.); Department of Radiology and Radiological Science, Johns Hopkins University, Baltimore, Md (S.A., A.R.); Center for Biomedical image Computing and Analytics (CBICA), University of Pennsylvania, Philadelphia, Pa (S.B., C.D., S.M.H., S.P.); Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pa (S.B., C.D., S.M.H., S.P.); Department of Pathology and Laboratory Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pa (S.B.); Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen (UMCG), Groningen, the Netherlands (R.J.B., R.B., E.A.G.P.); Radiology and Nuclear Medicine, VU University Medical Centre (VUMC), Amsterdam, the Netherlands (R.B.); Department of Radiation Oncology, University Hospital Zurich, University of Zurich, Zurich, Switzerland (M.B., M.Guckenberger, S.T.L.); Fondazione Policlinico Universitario "A. Gemelli" IRCCS, Rome, Italy (L.B., N.D., R.G., J.L., V.V.); Laboratoire d'Imagerie Translationnelle en Oncologie, Université Paris Saclay, Inserm, Institut Curie, Orsay, France (I.B., C.N., F.O.); Cancer Imaging Dept, School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom (G.J.R.C., V.G., M.M.S.); Department of Nuclear Medicine and Molecular Imaging, Lausanne University Hospital, Lausanne, Switzerland (A.D.); Laboratory of Medical Information Processing (LaTIM)-team ACTION (image-guided therapeutic action in oncology), INSERM, UMR 1101, IBSAM, UBO, UBL, Brest, France (M.C.D., M.H., T.U.); Department of Radiation Oncology, the Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands (C.V.D.); Department of Radiology, Stanford University School of Medicine, Stanford, Calif (S.E., S.N.); Department of Radiation Oncology, Physics Division, University of Michigan, Ann Arbor, Mich (I.E.N., A.U.K.R.); Surgical Planning Laboratory, Brigham and Women's Hospital and Harvard Medical School, Harvard University, Boston, Mass (A.Y.F.); Department of Cancer Imaging and Metabolism, Moffitt Cancer Center, Tampa, Fla (R.J.G.); Department of Medical Image Computing, German Cancer Research Center (DKFZ), Heidelberg, Germany (M. Götz, F.I., K.H.M.H., J.S.); The D-Lab, Department of Precision Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre+, Maastricht, the Netherlands (P.L., R.T.H.L.); Section for Biomedical Physics, Department of Radiation Oncology, University of Tübingen, Germany (F.L., J.S.F., D.T.); Department of Clinical Medicine, University of Bergen, Bergen, Norway (A.L.); Department of Radiation Oncology, University of California, San Francisco, Calif (O.M.); University of Geneva, Geneva, Switzerland (H.M.); Department of Electrical Engineering, Stanford University, Stanford, Calif (S.N.); Department of Medicine (Biomedical Informatics Research), Stanford University School of Medicine, Stanford, Calif (S.N.); Departments of Radiology and Physics, University of British Columbia, Vancouver, Canada (A.R.); Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Mich (A.U.K.R.); Department of Radiation Oncology, University of Groningen, University Medical Center Groningen (UMCG), Groningen, the Netherlands (N.M.S., R.J.H.M.S., L.V.v.D.); School of Engineering, Cardiff University, Cardiff, United Kingdom (E.S., P.W.); Department of Medical Physics, Velindre Cancer Centre, Cardiff, United Kingdom (E.S.); Department of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany (E.G.C.T., C.R., S. Löck), Helmholtz-Zentrum Dresden-Rossendorf, Institute of Radiooncology-OncoRay, Dresden, Germany (E.G.C.T., C.R.); Department of Nuclear Medicine, CHU Milétrie, Poitiers, France (T.U.); Department of Radiology, the Netherlands Cancer Institute (NKI), Amsterdam, the Netherlands (J.v.G.); GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Maastricht, the Netherlands (J.v.G.); Department of Radiation Oncology, Dana-Farber Cancer Institute, Brigham and Women's Hospital, Harvard Medical School, Boston, Mass (J.v.G.); and Department of Radiology, Leiden University Medical Center (LUMC), Leiden, the Netherlands (F.H.P.v.V.).

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http://dx.doi.org/10.1148/radiol.2020191145DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7193906PMC
May 2020

Individual Variation in Functional Topography of Association Networks in Youth.

Neuron 2020 04 19;106(2):340-353.e8. Epub 2020 Feb 19.

Department of Psychiatry, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn/CHOP Lifespan Brain Institute, University of Pennsylvania, Philadelphia, PA 19104, USA; Center for Biomedical Image Computation and Analytics, University of Pennsylvania, Philadelphia, PA 19104, USA; Penn Statistics in Imaging and Visualization Center, Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, PA 19104, USA. Electronic address:

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http://dx.doi.org/10.1016/j.neuron.2020.01.029DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7182484PMC
April 2020

Multivariate Analysis of Preoperative Magnetic Resonance Imaging Reveals Transcriptomic Classification of Glioblastoma Patients.

Front Comput Neurosci 2019 12;13:81. Epub 2019 Dec 12.

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

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http://dx.doi.org/10.3389/fncom.2019.00081DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6923885PMC
December 2019

Coupling brain-tumor biophysical models and diffeomorphic image registration.

Comput Methods Appl Mech Eng 2019 Apr 7;347:533-567. Epub 2019 Jan 7.

University of Stuttgart, IPVS, Universitätstraße 38, 70569 Stuttgart, Germany.

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http://dx.doi.org/10.1016/j.cma.2018.12.008DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6922029PMC
April 2019

Medical Image Analysis: Human and Machine.

Acad Radiol 2020 01;27(1):76-81

Department of Radiology and Biomedical Imaging, University of California, San Francisco, California.

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http://dx.doi.org/10.1016/j.acra.2019.09.011DOI Listing
January 2020

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
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7106506PMC
February 2020

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

J Neurosci Methods 2020 02 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
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7216635PMC
February 2020

Neurostructural Heterogeneity in Youths With Internalizing Symptoms.

Biol Psychiatry 2020 03 18;87(5):473-482. 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
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7007843PMC
March 2020

Special issue on MICCAI 2018.

Med Image Anal 2019 12 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

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

Neuroimage Clin 2019 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
September 2020

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

Imaging signatures of glioblastoma molecular characteristics: A radiogenomics review.

J Magn Reson Imaging 2020 07 27;52(1):54-69. 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
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7457548PMC
July 2020

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

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

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

Am J Psychiatry 2019 12 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

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
September 2020

Precision diagnostics based on machine learning-derived imaging signatures.

Magn Reson Imaging 2019 12 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

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
January 2020

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

Brain Imaging Behav 2020 Aug;14(4):1108-1117

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
August 2020

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

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

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
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http://dx.doi.org/10.1016/j.neurobiolaging.2018.10.024DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6394867PMC
March 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
Publisher Site
http://dx.doi.org/10.1016/j.neuroimage.2018.10.003DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6499712PMC
August 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

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

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

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

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

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

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

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

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

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

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

J Cereb Blood Flow Metab 2019 07 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

Neuroanatomical heterogeneity of schizophrenia revealed by semi-supervised machine learning methods.

Schizophr Res 2019 12 21;214:43-50. Epub 2017 Dec 21.

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

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https://linkinghub.elsevier.com/retrieve/pii/S09209964173076
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http://dx.doi.org/10.1016/j.schres.2017.12.008DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6013334PMC
December 2019

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