Research ArticleADULT BRAIN
Open Access
Volumetric Analysis from a Harmonized Multisite Brain MRI Study of a Single Subject with Multiple Sclerosis
R.T. Shinohara, J. Oh, G. Nair, P.A. Calabresi, C. Davatzikos, J. Doshi, R.G. Henry, G. Kim, K.A. Linn, N. Papinutto, D. Pelletier, D.L. Pham, D.S. Reich, W. Rooney, S. Roy, W. Stern, S. Tummala, F. Yousuf, A. Zhu, N.L. Sicotte, R. Bakshi and the NAIMS Cooperative
American Journal of Neuroradiology June 2017, DOI: https://doi.org/10.3174/ajnr.A5254
R.T. Shinohara
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
J. Oh
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
G. Nair
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
P.A. Calabresi
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
C. Davatzikos
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
J. Doshi
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
R.G. Henry
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
G. Kim
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
K.A. Linn
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
N. Papinutto
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
D. Pelletier
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
D.L. Pham
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
D.S. Reich
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
W. Rooney
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
S. Roy
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
W. Stern
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
S. Tummala
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
F. Yousuf
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
A. Zhu
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
N.L. Sicotte
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
R. Bakshi
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
Article Information
PubMed
Published By
Print ISSN
Online ISSN
History
- Published online June 22, 2017.
Article Versions
- You are currently viewing a Latest version of this article (June 22, 2017 - 07:05).
- View the most recent version of this article
Copyright & Usage
© 2017 American Society of Neuroradiology Indicates open access to non-subscribers at www.ajnr.org
Other Contributors
- , From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
Author Information
- R.T. Shinohara,
- J. Oh,
- G. Nair,
- P.A. Calabresi,
- C. Davatzikos,
- J. Doshi,
- R.G. Henry,
- G. Kim,
- K.A. Linn,
- N. Papinutto,
- D. Pelletier,
- D.L. Pham,
- D.S. Reich,
- W. Rooney,
- S. Roy,
- W. Stern,
- S. Tummala,
- F. Yousuf,
- A. Zhu,
- N.L. Sicotte,
- R. Bakshi,
- the NAIMS Cooperative
- From the Departments of Biostatistics and Epidemiology (R.T.S., K.A.L.) and Radiology (C.D., J.D.), Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania; Department of Neurology (J.O., P.A.C., D.S.R.), Johns Hopkins University School of Medicine, Baltimore, Maryland; St. Michael's Hospital (J.O.), University of Toronto, Toronto, Ontario, Canada; Translational Neuroradiology Section (G.N., D.S.R.), National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland; Department of Neurology (R.G.H., N.P., W.S., A.Z.), University of California, San Francisco, San Francisco, California; Laboratory for Neuroimaging Research (G.K., S.T., F.Y., R.B.), Partners Multiple Sclerosis Center, and Departments of Neurology and Radiology (R.B.), Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts; Department of Neurology (D.P.), Yale Medical School, New Haven, Connecticut; Henry M. Jackson Foundation for the Advancement of Military Medicine (D.L.P., S.R.), Bethesda, Maryland; Advanced Imaging Research Center, Oregon Health & Science University (W.R.), Portland, Oregon; Department of Neurology (N.L.S.), Cedars-Sinai Medical Center, Los Angeles, California; a complete list of the NAIMS participants is provided in the “Acknowledgments.”
- Please address correspondence to Russell T. Shinohara, MD, Department of Biostatistics and Epidemiology, University of Pennsylvania Perelman School of Medicine, 217 Blockley Hall, 423 Guardian Dr, Philadelphia, PA 19104; e-mail: rshi{at}mail.med.upenn.edu; @Penn_SIVE
Altmetrics
Cited By...
This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.
- Jean-Philippe Fortin, Nicholas Cullen, Yvette I. Sheline, Warren D. Taylor, Irem Aselcioglu, Philip A. Cook, Phil Adams, Crystal Cooper, Maurizio Fava, Patrick J. McGrath, Melvin McInnis, Mary L. Phillips, Madhukar H. Trivedi, Myrna M. Weissman, Russell T. ShinoharaNeuroImage 2018 167
- Meichen Yu, Kristin A. Linn, Philip A. Cook, Mary L. Phillips, Melvin McInnis, Maurizio Fava, Madhukar H. Trivedi, Myrna M. Weissman, Russell T. Shinohara, Yvette I. ShelineHuman Brain Mapping 2018 39 11
- Raymond Pomponio, Guray Erus, Mohamad Habes, Jimit Doshi, Dhivya Srinivasan, Elizabeth Mamourian, Vishnu Bashyam, Ilya M. Nasrallah, Theodore D. Satterthwaite, Yong Fan, Lenore J. Launer, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Daniel H. Wolf, Raquel Gur, Ruben Gur, John Morris, Marilyn S. Albert, Hans J. Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Russell T. Shinohara, Haochang Shou, Christos DavatzikosNeuroImage 2020 208
- Blake E. Dewey, Can Zhao, Jacob C. Reinhold, Aaron Carass, Kathryn C. Fitzgerald, Elias S. Sotirchos, Shiv Saidha, Jiwon Oh, Dzung L. Pham, Peter A. Calabresi, Peter C.M. van Zijl, Jerry L. PrinceMagnetic Resonance Imaging 2019 64
- Joanne C. Beer, Nicholas J. Tustison, Philip A. Cook, Christos Davatzikos, Yvette I. Sheline, Russell T. Shinohara, Kristin A. LinnNeuroImage 2020 220
- Simon Duchesne, Isabelle Chouinard, Olivier Potvin, Vladimir S. Fonov, April Khademi, Robert Bartha, Pierre Bellec, D. Louis Collins, Maxime Descoteaux, Rick Hoge, Cheryl R. McCreary, Joel Ramirez, Christopher J.M. Scott, Eric E. Smith, Stephen C. Strother, Sandra E. BlackJournal of Magnetic Resonance Imaging 2019 49 2
- Jiwon Oh, Daniel Ontaneda, Christina Azevedo, Eric C. Klawiter, Martina Absinta, Douglas L. Arnold, Rohit Bakshi, Peter A. Calabresi, Ciprian Crainiceanu, Blake Dewey, Leorah Freeman, Susan Gauthier, Roland Henry, Mathilde Inglese, Shannon Kolind, David K.B. Li, Caterina Mainero, Ravi S. Menon, Govind Nair, Sridar Narayanan, Flavia Nelson, Daniel Pelletier, Alexander Rauscher, William Rooney, Pascal Sati, Daniel Schwartz, Russell T. Shinohara, Ian Tagge, Anthony Traboulsee, Yi Wang, Youngjin Yoo, Tarek Yousry, Yunyan Zhang, Nancy L. Sicotte, Daniel S. Reich, Jiwon Oh, Daniel Ontaneda, Christina Azevedo, Eric C. Klawiter, Martina Absinta, Douglas L. Arnold, Rohit Bakshi, Peter A. Calabresi, Ciprian Crainiceanu, Blake Dewey Leorah Freeman, Susan Gauthier, Roland Henry, Mathilde Inglese, Shannon Kolind, David K.B. Li, Caterina Mainero, Ravi S. Menon, Govind Nair, Sridar Narayanan, Flavia Nelson, Daniel Pelletier, Alexander Rauscher, William Rooney, Pascal Sati, Daniel Schwartz, Russell T. Shinohara, Ian Tagge, Anthony Traboulsee, Yi Wang, Youngjin Yoo, Tarek Yousry, Yunyan Zhang, Nancy L. Sicotte, Daniel S. ReichNeurology 2019 92 11
- Amanda K. Easson, Anthony R. McIntoshDevelopmental Cognitive Neuroscience 2019 36
- Hyunwoo Lee, Kunio Nakamura, Sridar Narayanan, Robert A. Brown, Douglas L. ArnoldNeuroImage 2019 184
- J. Wrobel, M.L. Martin, R. Bakshi, P.A. Calabresi, M. Elliot, D. Roalf, R.C. Gur, R.E. Gur, R.G. Henry, G. Nair, J. Oh, N. Papinutto, D. Pelletier, D.S. Reich, W.D. Rooney, T.D. Satterthwaite, W. Stern, K. Prabhakaran, N.L. Sicotte, R.T. Shinohara, J. GoldsmithNeuroImage 2020 223
- Mahbaneh Eshaghzadeh Torbati, Davneet S. Minhas, Ghasan Ahmad, Erin E. O’Connor, John Muschelli, Charles M. Laymon, Zixi Yang, Ann D. Cohen, Howard J. Aizenstein, William E. Klunk, Bradley T. Christian, Seong Jae Hwang, Ciprian M. Crainiceanu, Dana L. TudorascuNeuroImage 2021 245
- Da Ma, Karteek Popuri, Mahadev Bhalla, Oshin Sangha, Donghuan Lu, Jiguo Cao, Claudia Jacova, Lei Wang, Mirza Faisal BegHuman Brain Mapping 2019 40 5
- Daniel L. Schwartz, Ian Tagge, Katherine Powers, Sinyeob Ahn, Rohit Bakshi, Peter A. Calabresi, R. Todd Constable, John Grinstead, Roland G. Henry, Govind Nair, Nico Papinutto, Daniel Pelletier, Russell Shinohara, Jiwon Oh, Daniel S. Reich, Nancy L. Sicotte, William D. RooneyJournal of Magnetic Resonance Imaging 2019 50 3
- Renxin Chu, Shelley Hurwitz, Shahamat Tauhid, Rohit BakshiBMC Neurology 2017 17 1
- J.D. Dworkin, K.A. Linn, I. Oguz, G.M. Fleishman, R. Bakshi, G. Nair, P.A. Calabresi, R.G. Henry, J. Oh, N. Papinutto, D. Pelletier, W. Rooney, W. Stern, N.L. Sicotte, D.S. Reich, R.T. ShinoharaAmerican Journal of Neuroradiology 2018 39 4
- Fengling Hu, Andrew A. Chen, Hannah Horng, Vishnu Bashyam, Christos Davatzikos, Aaron Alexander-Bloch, Mingyao Li, Haochang Shou, Theodore D. Satterthwaite, Meichen Yu, Russell T. ShinoharaNeuroImage 2023 274
- Elias S Sotirchos, Natalia Gonzalez-Caldito, Blake E Dewey, Kathryn C Fitzgerald, Jeffrey Glaister, Angeliki Filippatou, Esther Ogbuokiri, Sydney Feldman, Ohemaa Kwakyi, Hunter Risher, Ciprian Crainiceanu, Dzung L Pham, Peter C Van Zijl, Ellen M Mowry, Daniel S Reich, Jerry L Prince, Peter A Calabresi, Shiv SaidhaMultiple Sclerosis Journal 2020 26 3
- M.M. Weeda, I. Brouwer, M.L. de Vos, M.S. de Vries, F. Barkhof, P.J.W. Pouwels, H. VrenkenNeuroImage: Clinical 2019 24
- Blake E. Dewey, Lianrui Zuo, Aaron Carass, Yufan He, Yihao Liu, Ellen M. Mowry, Scott Newsome, Jiwon Oh, Peter A. Calabresi, Jerry L. Prince2020 12267
- Mariana Bento, Irene Fantini, Justin Park, Leticia Rittner, Richard FrayneFrontiers in Neuroinformatics 2022 15
- Alex M. Pagnozzi, Jurgen Fripp, Stephen E. RoseNeuroImage 2019 201
- Elisavet Stamoulou, Constantinos Spanakis, Georgios C. Manikis, Georgia Karanasiou, Grigoris Grigoriadis, Theodoros Foukakis, Manolis Tsiknakis, Dimitrios I. Fotiadis, Kostas MariasJournal of Imaging 2022 8 11
- Renxin Chu, Gloria Kim, Shahamat Tauhid, Fariha Khalid, Brian C. Healy, Rohit Bakshi, Yuka KotozakiPLOS ONE 2018 13 11
- Zhaoyu Hu, Qiyuan Zhuang, Yang Xiao, Guoqing Wu, Zhifeng Shi, Liang Chen, Yuanyuan Wang, Jinhua YuComputers in Biology and Medicine 2021 133
- Mandy Melissa Jane Wittens, Gert-Jan Allemeersch, Diana Maria Sima, Maarten Naeyaert, Tim Vanderhasselt, Anne-Marie Vanbinst, Nico Buls, Yannick De Brucker, Hubert Raeymaekers, Erik Fransen, Dirk Smeets, Wim van Hecke, Guy Nagels, Maria Bjerke, Johan de Mey, Sebastiaan EngelborghsFrontiers in Aging Neuroscience 2021 13
- Andrew A. Chen, Chongliang Luo, Yong Chen, Russell T. Shinohara, Haochang ShouNeuroImage 2022 248
- Dejan Jakimovski, Robert Zivadinov, Niels Bergsland, Deepa P. Ramasamy, Jesper Hagemeier, Bianca Weinstock‐Guttman, Channa Kolb, David Hojnacki, Michael G. DwyerJournal of Neuroimaging 2020 30 3
- Rohit Bakshi, Brian C. Healy, Sheena L. Dupuy, Gina Kirkish, Fariha Khalid, Tristan Gundel, Carlo Asteggiano, Fawad Yousuf, Amber Alexander, Stephen L. Hauser, Howard L. Weiner, Roland G. HenryJournal of Neuroimaging 2020 30 2
- Pierre-Luc Delisle, Benoit Anctil-Robitaille, Christian Desrosiers, Herve LombaertMedical Image Analysis 2021 74
- Nicola De Stefano, Marco Battaglini, Deborah Pareto, Rosa Cortese, Jian Zhang, Niels Oesingmann, Ferran Prados, Maria A. Rocca, Paola Valsasina, Hugo Vrenken, Claudia A.M. Gandini Wheeler-Kingshott, Massimo Filippi, Frederik Barkhof, Àlex RoviraNeuroImage: Clinical 2022 34
- Jiwon Oh, Rohit Bakshi, Peter A Calabresi, Ciprian Crainiceanu, Roland G Henry, Govind Nair, Nico Papinutto, R Todd Constable, Daniel S Reich, Daniel Pelletier, William Rooney, Daniel Schwartz, Ian Tagge, Russell T Shinohara, Jack H Simon, Nancy L SicotteMultiple Sclerosis Journal 2018 24 13
- Guray Erus, Mohamad Habes, Christos Davatzikos2020
- Irina Grigorescu, Lucy Vanes, Alena Uus, Dafnis Batalle, Lucilio Cordero-Grande, Chiara Nosarti, A. David Edwards, Joseph V. Hajnal, Marc Modat, Maria DeprezFrontiers in Neuroscience 2021 15
- Valentina Bordin, Ilaria Bertani, Irene Mattioli, Vaanathi Sundaresan, Paul McCarthy, Sana Suri, Enikő Zsoldos, Nicola Filippini, Abda Mahmood, Luca Melazzini, Maria Marcella Laganà, Giovanna Zamboni, Archana Singh-Manoux, Mika Kivimäki, Klaus P Ebmeier, Giuseppe Baselli, Mark Jenkinson, Clare E Mackay, Eugene P Duff, Ludovica GriffantiNeuroImage 2021 237
- Chiara Marzi, Alessandro d'Ambrosio, Stefano Diciotti, Alvino Bisecco, Manuela Altieri, Massimo Filippi, Maria Assunta Rocca, Loredana Storelli, Patrizia Pantano, Silvia Tommasin, Rosa Cortese, Nicola De Stefano, Gioacchino Tedeschi, Antonio GalloHuman Brain Mapping 2023 44 1
- Pedro Borges, Carole Sudre, Thomas Varsavsky, David Thomas, Ivana Drobnjak, Sebastien Ourselin, M. Jorge Cardoso2019 11827
- Carsten Lukas, Barbara Bellenberg, Ferran Prados, Paola Valsasina, Katrin Parmar, Iman Brouwer, Deborah Pareto, Àlex Rovira, Jaume Sastre-Garriga, Claudia A. M. Gandini Wheeler-Kingshott, Ludwig Kappos, Maria A. Rocca, Massimo Filippi, Marios Yiannakas, Frederik Barkhof, Hugo VrenkenFrontiers in Neurology 2021 12
- Allan George, Ruben Kuzniecky, Henry Rusinek, Heath R. PardoeJournal of Neuroimaging 2020 30 1
- F. Riederer, R. Seiger, R. Lanzenberger, E. Pataraia, G. Kasprian, L. Michels, J. Beiersdorf, S. Kollias, T. Czech, J. Hainfellner, C. BaumgartnerAmerican Journal of Neuroradiology 2020 41 6
- M. Le, L.Y.W. Tang, E. Hernández-Torres, M. Jarrett, T. Brosch, L. Metz, D.K.B. Li, A. Traboulsee, R.C. Tam, A. Rauscher, V. WiggermannNeuroImage: Clinical 2019 23
- Michael G. Dwyer, Niels Bergsland, Deepa P. Ramasamy, Bianca Weinstock‐Guttman, Michael H. Barnett, Chenyu Wang, Davorka Tomic, Diego Silva, Robert ZivadinovJournal of Neuroimaging 2019 29 5
- Guole Yin, Ting Li, Suhui Jin, Ningkai Wang, Junle Li, Changwen Wu, Hongjian He, Jinhui WangCerebral Cortex 2023 33 14
- Alexandre Carré, Enzo Battistella, Stephane Niyoteka, Roger Sun, Eric Deutsch, Charlotte RobertScientific Reports 2022 12 1
- Tomas Uher, Niels Bergsland, Jan Krasensky, Michael G. Dwyer, Michaela Andelova, Lukas Sobisek, Eva Kubala Havrdova, Dana Horakova, Robert Zivadinov, Manuela VaneckovaJournal of Neuroimaging 2021 31 2
- Blake E. Dewey, Can Zhao, Aaron Carass, Jiwon Oh, Peter A. Calabresi, Peter C. M. van Zijl, Jerry L. Prince2018 11037
- Richard Ågren, Amar Awad, Patric Blomstedt, Anders FytagoridisFrontiers in Aging Neuroscience 2021 13
- Christopher C. Hemond, Renxin Chu, Subhash Tummala, Shahamat Tauhid, Brian C. Healy, Rohit BakshiBrain and Behavior 2018 8 8
- Tim Sinnecker, Sabine Schädelin, Pascal Benkert, Esther Ruberte, Michael Amann, Johanna M. Lieb, Yvonne Naegelin, Jannis Müller, Jens Kuhle, Tobias Derfuss, Ludwig Kappos, Jens Wuerfel, Cristina Granziera, Özgür YaldizliNeuroImage: Clinical 2022 36
- Tadashi Shiohama, Keita TsujimuraFrontiers in Neuroscience 2022 16
- Mattias Billast, Maria Ines Meyer, Diana M. Sima, David Robben2020 11992
- Zhen Zhou, Hongming Li, Dhivya Srinivasan, Ahmed Abdulkadir, Ilya M. Nasrallah, Junhao Wen, Jimit Doshi, Guray Erus, Elizabeth Mamourian, Nick R. Bryan, David A. Wolk, Lori Beason-Held, Susan M. Resnick, Theodore D. Satterthwaite, Christos Davatzikos, Haochang Shou, Yong FanNeuroImage 2023 269
- Tomas Uher, Jan Krasensky, Lukas Sobisek, Zdenek Seidl, Niels Bergsland, Michael G. Dwyer, Eva Kubala Havrdova, Robert Zivadinov, Dana Horakova, Manuela VaneckovaJournal of Neuroimaging 2018 28 3
- C. Elizabeth Shaaban, Dana L. Tudorascu, M. Maria Glymour, Ann D. Cohen, Rebecca C. Thurston, Heather M. Snyder, Timothy J. Hohman, Shubhabrata Mukherjee, Lan Yu, Beth E. SnitzFrontiers in Neuroimaging 2022 1
- Dejan Jakimovski, Robert Zivadinov, Niels Bergsland, Deepa P. Ramasamy, Jesper Hagemeier, Antonia Valentina Genovese, David Hojnacki, Bianca Weinstock-Guttman, Michael G. DwyerNeuroImage: Clinical 2021 29
- Oswaldo Artiles, Zeina Al Masry, Fahad SaeedNeuroinformatics 2023 21 4
- Jerry L. Prince, Aaron Carass, Can Zhao, Blake E. Dewey, Snehashis Roy, Dzung L. Pham2020
- Ruth Ann Marrie, Maria Pia Sormani, Sean Apap Mangion, Francesca Bovis, Winson Y Cheung, Gary R Cutter, Peter Feys, Michael D Hill, Marcus Werner Koch, Morgan McCreary, Ellen M Mowry, Jay JH Park, Fredrik Piehl, Amber Salter, Jeremy ChatawayMultiple Sclerosis Journal 2023 29 9
- Grace Wen, Vickie Shim, Samantha Jane Holdsworth, Justin Fernandez, Miao Qiao, Nikola Kasabov, Alan WangBioengineering 2023 10 4
- Giordano Gentile, Mark Jenkinson, Ludovica Griffanti, Ludovico Luchetti, Matteo Leoncini, Maira Inderyas, Marzia Mortilla, Rosa Cortese, Nicola De Stefano, Marco BattagliniHuman Brain Mapping 2023 44 14
- Dejan Jakimovski, Robert Zivadinov, Niels Bergsland, Jiwon Oh, Melissa Martin, Russell T. Shinohara, Rohit Bakshi, Peter A. Calabresi, Nico Papinutto, Daniel Pelletier, Michael G. DwyerJournal of Neuroimaging 2022 32 5
- Dzung L. Pham, Yi-Yu Chou, Blake E. Dewey, Daniel S. Reich, John A. Butman, Snehashis Roy2020 12417
- Korhan Buyukturkoglu, Enricomaria Mormina, Philip L. De Jager, Claire S. Riley, Victoria M. LeavittJournal of Neuroimaging 2019 29 4
- Sidharth Kumar, Ahmedur Rahman Shovon, Gopikrishna DeshpandeHuman Brain Mapping 2023 44 13
- Wentao Lv, Fan Li, Shijie Luo, Jie XiangAlgorithms 2023 16 7
- Namhee Kim, Konstantinos Arfanakis, Sue E. Leurgans, Jingyun Yang, Debra A. Fleischman, S. Duke Han, Neelum T. Aggarwal, Melissa Lamar, Lei Yu, Victoria N. Poole, David A. Bennett, Lisa L. BarnesJournal of Neuroscience Methods 2021 360
- Qichao Han, Xiaoxiao Xiao, Sijia Wang, Wen Qin, Chunshui Yu, Meng LiangFrontiers in Neuroscience 2023 17
- Kelly A. Clark, Carly M. O'Donnell, Mark A. Elliott, Shahamat Tauhid, Blake E. Dewey, Renxin Chu, Samar Khalil, Govind Nair, Pascal Sati, Anna DuVal, Nicole Pellegrini, Amit Bar‐Or, Clyde Markowitz, Matthew K. Schindler, Jonathan Zurawski, Peter A. Calabresi, Daniel S. Reich, Rohit Bakshi, Russell T. ShinoharaJournal of Neuroimaging 2023 33 6
- Vincent Roca, Grégory Kuchcinski, Jean-Pierre Pruvo, Dorian Manouvriez, Xavier Leclerc, Renaud LopesHeliyon 2023 9 12
- Thomas Mistral, Pauline Roca, Christophe Maggia, Alan Tucholka, Florence Forbes, Senan Doyle, Alexandre Krainik, Damien Galanaud, Emmanuelle Schmitt, Stéphane Kremer, Adrian Kastler, Irène Troprès, Emmanuel L. Barbier, Jean-François Payen, Michel DojatFrontiers in Neurology 2022 12
- Blake E. Dewey, Yufan He, Yihao Liu, Lianrui Zuo, Jerry L. Prince2022
- Siyuan Liu, Pew-Thian YapCommunications Engineering 2024 3 1
- Mahbaneh Eshaghzadeh Torbati, Davneet S. Minhas, Charles M. Laymon, Pauline Maillard, James D. Wilson, Chang-Le Chen, Ciprian M. Crainiceanu, Charles S. DeCarli, Seong Jae Hwang, Dana L. TudorascuMedical Image Analysis 2023 89
- Hye-Min Ju, Jingyu Yang, Jung-Mi Park, Joon-Ho Choi, Hyejin Song, Byung-Il Kim, Ui-Sup Shin, Sun Mi Moon, Sangsik Cho, Sang-Keun WooCancers 2023 15 23
- Mario Tranfa, Alessandra Scaravilli, Chiara Pastore, Alfredo Montella, Roberta Lanzillo, Margareth Kimura, Bas Jasperse, Vincenzo Brescia Morra, Maria Petracca, Giuseppe Pontillo, Arturo Brunetti, Sirio CocozzaNeuroradiology 2024
Advertisement
Volumetric Analysis from a Harmonized Multisite Brain MRI Study of a Single Subject with Multiple Sclerosis
R.T. Shinohara, J. Oh, G. Nair, P.A. Calabresi, C. Davatzikos, J. Doshi, R.G. Henry, G. Kim, K.A. Linn, N. Papinutto, D. Pelletier, D.L. Pham, D.S. Reich, W. Rooney, S. Roy, W. Stern, S. Tummala, F. Yousuf, A. Zhu, N.L. Sicotte, R. Bakshi
American Journal of Neuroradiology Jun 2017, DOI: 10.3174/ajnr.A5254
Volumetric Analysis from a Harmonized Multisite Brain MRI Study of a Single Subject with Multiple Sclerosis
R.T. Shinohara, J. Oh, G. Nair, P.A. Calabresi, C. Davatzikos, J. Doshi, R.G. Henry, G. Kim, K.A. Linn, N. Papinutto, D. Pelletier, D.L. Pham, D.S. Reich, W. Rooney, S. Roy, W. Stern, S. Tummala, F. Yousuf, A. Zhu, N.L. Sicotte, R. Bakshi
American Journal of Neuroradiology Jun 2017, DOI: 10.3174/ajnr.A5254
Jump to section
Related Articles
Cited By...
- Brain Charts for People Living with Multiple Sclerosis
- MISPEL: A supervised deep learning harmonization method for multi-scanner neuroimaging data
- Multiscale functional connectivity patterns of the aging brain learned from rsfMRI data of 4,259 individuals of the multi-cohort iSTAGING study
- Inter-scanner brain MRI volumetric biases persist even in a harmonized multi-subject study of multiple sclerosis
- Privacy-preserving harmonization via distributed ComBat
- Automatic quantification of brain lesion volume from post-trauma MR Images
- On stability of Canonical Correlation Analysis and Partial Least Squares with application to brain-behavior associations
- Integrating large-scale neuroimaging research datasets: harmonisation of white matter hyperintensity measurements across Whitehall and UK Biobank datasets
- Longitudinal ComBat: A Method for Harmonizing Longitudinal Multi-scanner Imaging Data
- Voxel-Based Morphometry--from Hype to Hope. A Study on Hippocampal Atrophy in Mesial Temporal Lobe Epilepsy
- Harmonization of large multi-site imaging datasets: Application to 10,232 MRIs for the analysis of imaging patterns of structural brain change throughout the lifespan
- The Canadian Biomarker Integration Network in Depression (CAN-BIND): magnetic resonance imaging protocols
- Intensity warping for multisite MRI harmonization
- BOLD signal variability and complexity in children and adolescents with and without autism spectrum disorder
- An automated statistical technique for counting distinct multiple sclerosis lesions can recover aspects of lesion history and provide relevant disease information
- Imaging outcome measures of neuroprotection and repair in MS: A consensus statement from NAIMS
- An Automated Statistical Technique for Counting Distinct Multiple Sclerosis Lesions
This article has been cited by the following articles in journals that are participating in Crossref Cited-by Linking.
- Jean-Philippe Fortin, Nicholas Cullen, Yvette I. Sheline, Warren D. Taylor, Irem Aselcioglu, Philip A. Cook, Phil Adams, Crystal Cooper, Maurizio Fava, Patrick J. McGrath, Melvin McInnis, Mary L. Phillips, Madhukar H. Trivedi, Myrna M. Weissman, Russell T. ShinoharaNeuroImage 2018 167
- Meichen Yu, Kristin A. Linn, Philip A. Cook, Mary L. Phillips, Melvin McInnis, Maurizio Fava, Madhukar H. Trivedi, Myrna M. Weissman, Russell T. Shinohara, Yvette I. ShelineHuman Brain Mapping 2018 39 11
- Raymond Pomponio, Guray Erus, Mohamad Habes, Jimit Doshi, Dhivya Srinivasan, Elizabeth Mamourian, Vishnu Bashyam, Ilya M. Nasrallah, Theodore D. Satterthwaite, Yong Fan, Lenore J. Launer, Colin L. Masters, Paul Maruff, Chuanjun Zhuo, Henry Völzke, Sterling C. Johnson, Jurgen Fripp, Nikolaos Koutsouleris, Daniel H. Wolf, Raquel Gur, Ruben Gur, John Morris, Marilyn S. Albert, Hans J. Grabe, Susan M. Resnick, R. Nick Bryan, David A. Wolk, Russell T. Shinohara, Haochang Shou, Christos DavatzikosNeuroImage 2020 208
- Blake E. Dewey, Can Zhao, Jacob C. Reinhold, Aaron Carass, Kathryn C. Fitzgerald, Elias S. Sotirchos, Shiv Saidha, Jiwon Oh, Dzung L. Pham, Peter A. Calabresi, Peter C.M. van Zijl, Jerry L. PrinceMagnetic Resonance Imaging 2019 64
- Joanne C. Beer, Nicholas J. Tustison, Philip A. Cook, Christos Davatzikos, Yvette I. Sheline, Russell T. Shinohara, Kristin A. LinnNeuroImage 2020 220
- Simon Duchesne, Isabelle Chouinard, Olivier Potvin, Vladimir S. Fonov, April Khademi, Robert Bartha, Pierre Bellec, D. Louis Collins, Maxime Descoteaux, Rick Hoge, Cheryl R. McCreary, Joel Ramirez, Christopher J.M. Scott, Eric E. Smith, Stephen C. Strother, Sandra E. BlackJournal of Magnetic Resonance Imaging 2019 49 2
- Jiwon Oh, Daniel Ontaneda, Christina Azevedo, Eric C. Klawiter, Martina Absinta, Douglas L. Arnold, Rohit Bakshi, Peter A. Calabresi, Ciprian Crainiceanu, Blake Dewey, Leorah Freeman, Susan Gauthier, Roland Henry, Mathilde Inglese, Shannon Kolind, David K.B. Li, Caterina Mainero, Ravi S. Menon, Govind Nair, Sridar Narayanan, Flavia Nelson, Daniel Pelletier, Alexander Rauscher, William Rooney, Pascal Sati, Daniel Schwartz, Russell T. Shinohara, Ian Tagge, Anthony Traboulsee, Yi Wang, Youngjin Yoo, Tarek Yousry, Yunyan Zhang, Nancy L. Sicotte, Daniel S. Reich, Jiwon Oh, Daniel Ontaneda, Christina Azevedo, Eric C. Klawiter, Martina Absinta, Douglas L. Arnold, Rohit Bakshi, Peter A. Calabresi, Ciprian Crainiceanu, Blake Dewey Leorah Freeman, Susan Gauthier, Roland Henry, Mathilde Inglese, Shannon Kolind, David K.B. Li, Caterina Mainero, Ravi S. Menon, Govind Nair, Sridar Narayanan, Flavia Nelson, Daniel Pelletier, Alexander Rauscher, William Rooney, Pascal Sati, Daniel Schwartz, Russell T. Shinohara, Ian Tagge, Anthony Traboulsee, Yi Wang, Youngjin Yoo, Tarek Yousry, Yunyan Zhang, Nancy L. Sicotte, Daniel S. ReichNeurology 2019 92 11
- Amanda K. Easson, Anthony R. McIntoshDevelopmental Cognitive Neuroscience 2019 36
- Hyunwoo Lee, Kunio Nakamura, Sridar Narayanan, Robert A. Brown, Douglas L. ArnoldNeuroImage 2019 184
- J. Wrobel, M.L. Martin, R. Bakshi, P.A. Calabresi, M. Elliot, D. Roalf, R.C. Gur, R.E. Gur, R.G. Henry, G. Nair, J. Oh, N. Papinutto, D. Pelletier, D.S. Reich, W.D. Rooney, T.D. Satterthwaite, W. Stern, K. Prabhakaran, N.L. Sicotte, R.T. Shinohara, J. GoldsmithNeuroImage 2020 223
More in this TOC Section
Similar Articles
Advertisement