Accurate prediction of clinical stroke scales and improved biomarkers of motor impairment from robotic measurements

• Dimitris K. Agrafiotis ,

  Roles Conceptualization, Formal analysis, Methodology, Project administration, Software, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: dimitris.agrafiotis@gmail.com (DKA); hikrebs@mit.edu (HIK)

  Affiliations Janssen Research & Development, Titusville, New Jersey, United States of America, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts, United States of America

  https://orcid.org/0000-0002-5604-5692

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• Eric Yang,

  Roles Formal analysis

  Affiliations Janssen Research & Development, Titusville, New Jersey, United States of America, Novartis Institutes for BioMedical Research, Cambridge, Massachusetts, United States of America

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• Gary S. Littman,

  Roles Formal analysis

  Affiliation GSL Statistical Consulting, Ardmore, Pennsylvania, United States of America

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• Geert Byttebier,

  Roles Formal analysis

  Affiliation Bioconstat Bvba, Gent, Belgium

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• Laura Dipietro,

  Roles Methodology

  Affiliation Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

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• Allitia DiBernardo,

  Roles Supervision

  Affiliation Janssen Research & Development, Titusville, New Jersey, United States of America

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• Juan C. Chavez,

  Roles Conceptualization, Supervision

  Affiliation Biogen-Idec, Cambridge, Massachusetts, United States of America

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• Avrielle Rykman,

  Roles Investigation

  Affiliation Burke Medical Research Institute, White Plains, New York, United States of America

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• Kate McArthur,

  Roles Investigation

  Affiliation Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom

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• Karim Hajjar,

  Roles Investigation

  Affiliations Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom, Department of Neurology, University of Duisburg-Essen, Essen, Germany

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• Kennedy R. Lees,

  Roles Conceptualization, Supervision

  Affiliation Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom

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• Bruce T. Volpe,

  Roles Conceptualization, Supervision

  Affiliation Feinstein Institute for Medical Research, Manhasset, New York, United States of America

  https://orcid.org/0000-0002-1098-1848

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• Michael Krams,

  Roles Conceptualization, Supervision

  Affiliation Janssen Research & Development, Titusville, New Jersey, United States of America

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• Hermano I. Krebs

  Roles Conceptualization, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: dimitris.agrafiotis@gmail.com (DKA); hikrebs@mit.edu (HIK)

  Affiliation Department of Mechanical Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

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