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The ENIGMA Stroke Recovery Working Group: Big data neuroimaging to study brain-behavior relationships after stroke.
Liew, Sook-Lei; Zavaliangos-Petropulu, Artemis; Jahanshad, Neda; Lang, Catherine E; Hayward, Kathryn S; Lohse, Keith R; Juliano, Julia M; Assogna, Francesca; Baugh, Lee A; Bhattacharya, Anup K; Bigjahan, Bavrina; Borich, Michael R; Boyd, Lara A; Brodtmann, Amy; Buetefisch, Cathrin M; Byblow, Winston D; Cassidy, Jessica M; Conforto, Adriana B; Craddock, R Cameron; Dimyan, Michael A; Dula, Adrienne N; Ermer, Elsa; Etherton, Mark R; Fercho, Kelene A; Gregory, Chris M; Hadidchi, Shahram; Holguin, Jess A; Hwang, Darryl H; Jung, Simon; Kautz, Steven A; Khlif, Mohamed Salah; Khoshab, Nima; Kim, Bokkyu; Kim, Hosung; Kuceyeski, Amy; Lotze, Martin; MacIntosh, Bradley J; Margetis, John L; Mohamed, Feroze B; Piras, Fabrizio; Ramos-Murguialday, Ander; Richard, Geneviève; Roberts, Pamela; Robertson, Andrew D; Rondina, Jane M; Rost, Natalia S; Sanossian, Nerses; Schweighofer, Nicolas; Seo, Na Jin; Shiroishi, Mark S.
Afiliación
  • Liew SL; Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, California, USA.
  • Zavaliangos-Petropulu A; Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
  • Jahanshad N; Department of Biomedical Engineering, University of Southern California, Los Angeles, California, USA.
  • Lang CE; Neuroscience Graduate Program, University of Southern California, Los Angeles, California, USA.
  • Hayward KS; Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
  • Lohse KR; Neuroscience Graduate Program, University of Southern California, Los Angeles, California, USA.
  • Juliano JM; Imaging Genetics Center, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
  • Assogna F; Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
  • Baugh LA; Imaging Genetics Center, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
  • Bhattacharya AK; Program in Physical Therapy, Washington University School of Medicine, St. Louis, Missouri, USA.
  • Bigjahan B; Department of Physiotherapy, and Florey Institute of Neuroscience and Mental Health, University of Melbourne, Parkville, Victoria, Australia.
  • Borich MR; NHMRC Centre of Research Excellence in Stroke Rehabilitation and Brain Recovery, University of Melbourne, Parkville, Victoria, Australia.
  • Boyd LA; Department of Health, Kinesiology, and Recreation, University of Utah, Salt Lake City, Utah, USA.
  • Brodtmann A; Department of Physical Therapy and Athletic Training, University of Utah, Salt Lake City, Utah, USA.
  • Buetefisch CM; Neuroscience Graduate Program, University of Southern California, Los Angeles, California, USA.
  • Byblow WD; Laboratory of Neuropsychiatry, Department of Clinical and Behavioral Neurology, IRCCS Santa Lucia Foundation, Rome, Italy.
  • Cassidy JM; Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, South Dakota, USA.
  • Conforto AB; Sioux Falls VA Health Care System, Sioux Falls, South Dakota, USA.
  • Craddock RC; Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri, USA.
  • Dimyan MA; Department of Neurology, USC Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
  • Dula AN; Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
  • Ermer E; Department of Rehabilitation Medicine, Emory University, Atlanta, Georgia, USA.
  • Etherton MR; Department of Physical Therapy, Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada.
  • Fercho KA; Djavad Mowafaghian Centre for Brain Health, Vancouver, British Columbia, Canada.
  • Gregory CM; Florey Institute for Neuroscience and Mental Health, University of Melbourne, Parkville, Victoria, Australia.
  • Hadidchi S; Department of Rehabilitation Medicine, Emory University, Atlanta, Georgia, USA.
  • Holguin JA; Department of Neurology, Emory University, Atlanta, Georgia, USA.
  • Hwang DH; Department of Exercise Sciences, Centre for Brain Research, University of Auckland, Auckland, New Zealand.
  • Jung S; Division of Physical Therapy, Department Allied Health Sciences, University of North Carolina, Chapel Hill, Chapel Hill, North Carolina, USA.
  • Kautz SA; Neurology Clinical Division, Hospital das Clínicas/São Paulo University, São Paulo, Brazil.
  • Khlif MS; Hospital Israelita Albert Einstein, São Paulo, Brazil.
  • Khoshab N; Department of Diagnostic Medicine, The University of Texas at Austin Dell Medical School, Austin, Texas, USA.
  • Kim B; Department of Neurology and Neurorehabilitation, School of Medicine, University of Maryland, Baltimore, Baltimore, Maryland, USA.
  • Kim H; VA Maryland Health Care System, Baltimore, Maryland, USA.
  • Kuceyeski A; Department of Diagnostic Medicine, The University of Texas at Austin Dell Medical School, Austin, Texas, USA.
  • Lotze M; Department of Neurology, Dell Medical School at University of Texas at Austin, Austin, Texas, USA.
  • MacIntosh BJ; Department of Neurology and Neurorehabilitation, School of Medicine, University of Maryland, Baltimore, Baltimore, Maryland, USA.
  • Margetis JL; Department of Neurology, Massachusetts General Hospital, Boston, Massachusetts, USA.
  • Mohamed FB; J. Philip Kistler Stroke Research Center, Harvard Medical School, Boston, Massachusetts, USA.
  • Piras F; Division of Basic Biomedical Sciences, Sanford School of Medicine, University of South Dakota, Vermillion, South Dakota, USA.
  • Ramos-Murguialday A; Federal Aviation Administration, Civil Aerospace Medical Institute, Oklahoma City, Oklahoma, USA.
  • Richard G; Department of Health Sciences and Research, Medical University of South Carolina, Charleston, South Carolina, USA.
  • Roberts P; Department of Radiology, Wayne State University/Detroit Medical Center, Detroit, Michigan, USA.
  • Robertson AD; Department of Internal Medicine, Wayne State University/Detroit Medical Center, Detroit, Michigan, USA.
  • Rondina JM; Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, California, USA.
  • Rost NS; Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.
  • Sanossian N; Department of Neurology, University of Bern, Bern, Switzerland.
  • Schweighofer N; Department of Health Sciences and Research, Medical University of South Carolina, Charleston, South Carolina, USA.
  • Seo NJ; Ralph H Johnson VA Medical Center, Charleston, South Carolina, USA.
  • Shiroishi MS; Florey Institute for Neuroscience and Mental Health, University of Melbourne, Parkville, Victoria, Australia.
Hum Brain Mapp ; 43(1): 129-148, 2022 01.
Article en En | MEDLINE | ID: mdl-32310331
The goal of the Enhancing Neuroimaging Genetics through Meta-Analysis (ENIGMA) Stroke Recovery working group is to understand brain and behavior relationships using well-powered meta- and mega-analytic approaches. ENIGMA Stroke Recovery has data from over 2,100 stroke patients collected across 39 research studies and 10 countries around the world, comprising the largest multisite retrospective stroke data collaboration to date. This article outlines the efforts taken by the ENIGMA Stroke Recovery working group to develop neuroinformatics protocols and methods to manage multisite stroke brain magnetic resonance imaging, behavioral and demographics data. Specifically, the processes for scalable data intake and preprocessing, multisite data harmonization, and large-scale stroke lesion analysis are described, and challenges unique to this type of big data collaboration in stroke research are discussed. Finally, future directions and limitations, as well as recommendations for improved data harmonization through prospective data collection and data management, are provided.
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Imagen por Resonancia Magnética / Accidente Cerebrovascular / Neuroimagen Tipo de estudio: Clinical_trials Límite: Humans Idioma: En Revista: Hum Brain Mapp Asunto de la revista: CEREBRO Año: 2022 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Estados Unidos
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Imagen por Resonancia Magnética / Accidente Cerebrovascular / Neuroimagen Tipo de estudio: Clinical_trials Límite: Humans Idioma: En Revista: Hum Brain Mapp Asunto de la revista: CEREBRO Año: 2022 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Estados Unidos