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Data-driven biomarkers better associate with stroke motor outcomes than theory-based biomarkers.

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Title: Data-driven biomarkers better associate with stroke motor outcomes than theory-based biomarkers.
Authors: Olafson ER; Department of Radiology, Weill Cornell Medicine, New York City, NY 10021, USA., Sperber C; Department of Neurology, Inselspital, University Hospital Bern, University of Bern, Bern 3012, Switzerland., Jamison KW; Department of Radiology, Weill Cornell Medicine, New York City, NY 10021, USA., Bowren MD Jr; Department of Neurology, Carver College of Medicine, Iowa City, IA 52242, USA., Boes AD; Department of Neurology, Carver College of Medicine, Iowa City, IA 52242, USA.; Department of Psychiatry, Carver College of Medicine, Iowa City, IA 52242, USA.; Department of Pediatrics, Carver College of Medicine, Iowa City, IA 52242, USA., Andrushko JW; Department of Physical Therapy, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada.; Department of Sport, Exercise and Rehabilitation, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne NE1 8ST, United Kingdom., Borich MR; Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA., Boyd LA; Department of Physical Therapy, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada.; Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC V6T 1Z4, Canada., Cassidy JM; Department of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA., Conforto AB; Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paolo 05652-900, Brazil.; Hospital Israelita Albert Einstein, São Paulo 05652-900, Brazil., Cramer SC; Department Neurology, UCLA, California Rehabilitation Institute, Los Angeles, CA 90033, USA., Dula AN; Department of Neurology, Dell Medical School at The University of Texas Austin, Austin, TX 78712, USA., Geranmayeh F; Clinical Language and Cognition Group, Department of Brain Sciences, Imperial College London, London W12 0HS, United Kingdom., Hordacre B; Innovation, Implementation and Clinical Translation (IIMPACT) in Health, Allied Health and Human Performance, University of South Australia, Adelaide 5000, Australia., Jahanshad N; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Charleston, SC 29425, USA., Kautz SA; Department of Health Sciences & Research, Medical University of South Carolina, Charleston, SC 29425, USA.; Ralph H. Johnson VA Health Care System, Charleston, SC 29425, USA., Tavenner BP; Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA 90033, USA., MacIntosh BJ; Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada.; Computational Radiology and Artificial Intelligence (CRAI), Department of Physics and Computational Radiology, Clinic for Radiology and Nuclear Medicine, Oslo University Hospital, Oslo 0372, Norway., Piras F; Laboratory of Neuropsychiatry, Santa Lucia Foundation IRCCS, Rome 00179, Italy., Robertson AD; Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada.; Schlegel-UW Research Institute for Aging, Waterloo, ON N2J 0E2, Canada., Seo NJ; Department of Health Sciences & Research, Medical University of South Carolina, Charleston, SC 29425, USA.; Ralph H. Johnson VA Health Care System, Charleston, SC 29425, USA.; Department of Rehabilitation Sciences, Medical University of South Carolina, Charleston, SC 29425, USA., Soekadar SR; Department of Psychiatry and Neurosciences, Charité Campus Mitte (CCM), Charité-Universitätsmedizin Berlin, Berlin 10117, Germany., Thomopoulos SI; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Charleston, SC 29425, USA., Vecchio D; Laboratory of Neuropsychiatry, Santa Lucia Foundation IRCCS, Rome 00179, Italy., Weng TB; Department of Neurology, Dell Medical School at The University of Texas Austin, Austin, TX 78712, USA.; Department of Diagnostic Medicine, Dell Medical School, The University of Texas at Austin, Austin, TX 78712, USA., Westlye LT; Department of Psychology, University of Oslo, Oslo 0372, Norway.; NORMENT, Division of Mental Health and Addiction, Oslo University Hospital, Oslo 0372, Norway., Winstein CJ; Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA 90033, USA.; Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA., Wittenberg GF; Department of Neurology, University of Pittsburgh, Pittsburgh, PA 15213, USA.; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA.; Department of Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15213, USA.; GRECC, HERL, Department of Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA 15213, USA., Wong KA; Department of Physical Medicine & Rehabilitation, Dell Medical School, University of Texas at Austin, Austin, TX 78712, USA., Thompson PM; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Charleston, SC 29425, USA., Liew SL; Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles, CA 90033, USA., Kuceyeski AF; Department of Radiology, Weill Cornell Medicine, New York City, NY 10021, USA.
Source: Brain communications [Brain Commun] 2024 Jul 31; Vol. 6 (4), pp. fcae254. Date of Electronic Publication: 2024 Jul 31 (Print Publication: 2024).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101755125 Publication Model: eCollection Cited Medium: Internet ISSN: 2632-1297 (Electronic) Linking ISSN: 26321297 NLM ISO Abbreviation: Brain Commun Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: Data-driven biomarkers better associate with stroke motor outcomes than theory-based biomarkers.
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  Data: <searchLink fieldCode="AU" term="%22Olafson+ER%22">Olafson ER</searchLink>; Department of Radiology, Weill Cornell Medicine, New York City, NY 10021, USA.<br /><searchLink fieldCode="AU" term="%22Sperber+C%22">Sperber C</searchLink>; Department of Neurology, Inselspital, University Hospital Bern, University of Bern, Bern 3012, Switzerland.<br /><searchLink fieldCode="AU" term="%22Jamison+KW%22">Jamison KW</searchLink>; Department of Radiology, Weill Cornell Medicine, New York City, NY 10021, USA.<br /><searchLink fieldCode="AU" term="%22Bowren+MD+Jr%22">Bowren MD Jr</searchLink>; Department of Neurology, Carver College of Medicine, Iowa City, IA 52242, USA.<br /><searchLink fieldCode="AU" term="%22Boes+AD%22">Boes AD</searchLink>; Department of Neurology, Carver College of Medicine, Iowa City, IA 52242, USA.; Department of Psychiatry, Carver College of Medicine, Iowa City, IA 52242, USA.; Department of Pediatrics, Carver College of Medicine, Iowa City, IA 52242, USA.<br /><searchLink fieldCode="AU" term="%22Andrushko+JW%22">Andrushko JW</searchLink>; Department of Physical Therapy, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada.; Department of Sport, Exercise and Rehabilitation, Faculty of Health and Life Sciences, Northumbria University, Newcastle upon Tyne NE1 8ST, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Borich+MR%22">Borich MR</searchLink>; Division of Physical Therapy, Department of Rehabilitation Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA.<br /><searchLink fieldCode="AU" term="%22Boyd+LA%22">Boyd LA</searchLink>; Department of Physical Therapy, Faculty of Medicine, The University of British Columbia, Vancouver, BC V6T 1Z4, Canada.; Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, BC V6T 1Z4, Canada.<br /><searchLink fieldCode="AU" term="%22Cassidy+JM%22">Cassidy JM</searchLink>; Department of Health Sciences, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA.<br /><searchLink fieldCode="AU" term="%22Conforto+AB%22">Conforto AB</searchLink>; Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, Sao Paolo 05652-900, Brazil.; Hospital Israelita Albert Einstein, São Paulo 05652-900, Brazil.<br /><searchLink fieldCode="AU" term="%22Cramer+SC%22">Cramer SC</searchLink>; Department Neurology, UCLA, California Rehabilitation Institute, Los Angeles, CA 90033, USA.<br /><searchLink fieldCode="AU" term="%22Dula+AN%22">Dula AN</searchLink>; Department of Neurology, Dell Medical School at The University of Texas Austin, Austin, TX 78712, USA.<br /><searchLink fieldCode="AU" term="%22Geranmayeh+F%22">Geranmayeh F</searchLink>; Clinical Language and Cognition Group, Department of Brain Sciences, Imperial College London, London W12 0HS, United Kingdom.<br /><searchLink fieldCode="AU" term="%22Hordacre+B%22">Hordacre B</searchLink>; Innovation, Implementation and Clinical Translation (IIMPACT) in Health, Allied Health and Human Performance, University of South Australia, Adelaide 5000, Australia.<br /><searchLink fieldCode="AU" term="%22Jahanshad+N%22">Jahanshad N</searchLink>; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Charleston, SC 29425, USA.<br /><searchLink fieldCode="AU" term="%22Kautz+SA%22">Kautz SA</searchLink>; Department of Health Sciences & Research, Medical University of South Carolina, Charleston, SC 29425, USA.; Ralph H. Johnson VA Health Care System, Charleston, SC 29425, USA.<br /><searchLink fieldCode="AU" term="%22Tavenner+BP%22">Tavenner BP</searchLink>; Chan Division of Occupational Science and Occupational Therapy, University of Southern California, Los Angeles, CA 90033, USA.<br /><searchLink fieldCode="AU" term="%22MacIntosh+BJ%22">MacIntosh BJ</searchLink>; Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada.; Computational Radiology and Artificial Intelligence (CRAI), Department of Physics and Computational Radiology, Clinic for Radiology and Nuclear Medicine, Oslo University Hospital, Oslo 0372, Norway.<br /><searchLink fieldCode="AU" term="%22Piras+F%22">Piras F</searchLink>; Laboratory of Neuropsychiatry, Santa Lucia Foundation IRCCS, Rome 00179, Italy.<br /><searchLink fieldCode="AU" term="%22Robertson+AD%22">Robertson AD</searchLink>; Sandra Black Centre for Brain Resilience and Recovery, Hurvitz Brain Sciences Program, Sunnybrook Research Institute, Toronto, ON M4N 3M5, Canada.; Schlegel-UW Research Institute for Aging, Waterloo, ON N2J 0E2, Canada.<br /><searchLink fieldCode="AU" term="%22Seo+NJ%22">Seo NJ</searchLink>; Department of Health Sciences & Research, Medical University of South Carolina, Charleston, SC 29425, USA.; Ralph H. Johnson VA Health Care System, Charleston, SC 29425, USA.; Department of Rehabilitation Sciences, Medical University of South Carolina, Charleston, SC 29425, USA.<br /><searchLink fieldCode="AU" term="%22Soekadar+SR%22">Soekadar SR</searchLink>; Department of Psychiatry and Neurosciences, Charité Campus Mitte (CCM), Charité-Universitätsmedizin Berlin, Berlin 10117, Germany.<br /><searchLink fieldCode="AU" term="%22Thomopoulos+SI%22">Thomopoulos SI</searchLink>; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Charleston, SC 29425, USA.<br /><searchLink fieldCode="AU" term="%22Vecchio+D%22">Vecchio D</searchLink>; Laboratory of Neuropsychiatry, Santa Lucia Foundation IRCCS, Rome 00179, Italy.<br /><searchLink fieldCode="AU" term="%22Weng+TB%22">Weng TB</searchLink>; Department of Neurology, Dell Medical School at The University of Texas Austin, Austin, TX 78712, USA.; Department of Diagnostic Medicine, Dell Medical School, The University of Texas at Austin, Austin, TX 78712, USA.<br /><searchLink fieldCode="AU" term="%22Westlye+LT%22">Westlye LT</searchLink>; Department of Psychology, University of Oslo, Oslo 0372, Norway.; NORMENT, Division of Mental Health and Addiction, Oslo University Hospital, Oslo 0372, Norway.<br /><searchLink fieldCode="AU" term="%22Winstein+CJ%22">Winstein CJ</searchLink>; Division of Biokinesiology and Physical Therapy, Herman Ostrow School of Dentistry, University of Southern California, Los Angeles, CA 90033, USA.; Department of Neurology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA.<br /><searchLink fieldCode="AU" term="%22Wittenberg+GF%22">Wittenberg GF</searchLink>; Department of Neurology, University of Pittsburgh, Pittsburgh, PA 15213, USA.; Department of Bioengineering, University of Pittsburgh, Pittsburgh, PA 15213, USA.; Department of Physical Medicine & Rehabilitation, University of Pittsburgh, Pittsburgh, PA 15213, USA.; GRECC, HERL, Department of Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, PA 15213, USA.<br /><searchLink fieldCode="AU" term="%22Wong+KA%22">Wong KA</searchLink>; Department of Physical Medicine & Rehabilitation, Dell Medical School, University of Texas at Austin, Austin, TX 78712, USA.<br /><searchLink fieldCode="AU" term="%22Thompson+PM%22">Thompson PM</searchLink>; Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Charleston, SC 29425, USA.<br /><searchLink fieldCode="AU" term="%22Liew+SL%22">Liew SL</searchLink>; Stevens Neuroimaging and Informatics Institute, University of Southern California, Los Angeles, CA 90033, USA.<br /><searchLink fieldCode="AU" term="%22Kuceyeski+AF%22">Kuceyeski AF</searchLink>; Department of Radiology, Weill Cornell Medicine, New York City, NY 10021, USA.
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