Prediction of future aging-related slow gait and its determinants with deep learning and logistic regression

• Alison Deatsch ,

  Contributed equally to this work with: Alison Deatsch, Michael McKenna

  Roles Conceptualization, Data curation, Methodology, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: deatsch@wisc.edu

  Affiliation Department of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, United States of America

  https://orcid.org/0000-0002-4525-1327

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• Michael McKenna ,

  Contributed equally to this work with: Alison Deatsch, Michael McKenna

  Roles Data curation, Formal analysis, Methodology, Writing – original draft

  Affiliation Magnetic Resonance Imaging and Spectroscopy Section, Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, United States of America

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• Jonathan Palumbo,

  Roles Conceptualization, Data curation, Formal analysis, Methodology

  Affiliation Magnetic Resonance Imaging and Spectroscopy Section, Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, United States of America

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• Qu Tian,

  Roles Conceptualization, Writing – review & editing

  Affiliation Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, United States of America

  https://orcid.org/0000-0003-2706-1439

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• Eleanor Simonsick,

  Roles Conceptualization, Data curation, Validation

  Affiliation Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, United States of America

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• Luigi Ferrucci,

  Roles Conceptualization, Data curation, Resources

  Affiliation Longitudinal Studies Section, Translational Gerontology Branch, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, United States of America

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• Robert Jeraj,

  Roles Conceptualization, Resources

  Affiliations Department of Medical Physics, University of Wisconsin-Madison, Madison, Wisconsin, United States of America, Faculty of Mathematics and Physics, University of Ljubljana, Ljubljana, Slovenia

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• Richard G. Spencer

  Roles Conceptualization, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

  Affiliation Magnetic Resonance Imaging and Spectroscopy Section, Laboratory of Clinical Investigation, National Institute on Aging, National Institutes of Health, Baltimore, Maryland, United States of America

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