Parkinson’s disease detection from 20-step walking tests using inertial sensors of a smartphone: Machine learning approach based on an observational case-control study

• Milla Juutinen ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: milla.juutinen@tuni.fi, milla.jauhiainen@tuni.fi

  Affiliation Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland

  http://orcid.org/0000-0001-5289-8105

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• Cassia Wang,

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

  Affiliation Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

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• Justin Zhu,

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

  Affiliation School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts, United States of America

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• Juan Haladjian,

  Roles Conceptualization, Methodology, Project administration, Resources, Software, Supervision, Writing – review & editing

  Affiliation Department of Informatics, Technical University of Munich, Munich, Germany

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• Jari Ruokolainen,

  Roles Conceptualization, Funding acquisition, Investigation, Project administration, Resources, Supervision, Writing – review & editing

  Affiliations Faculty of Management and Business, Tampere University, Tampere, Finland, Tampere University of Applied Sciences, Tampere, Finland, Unit of Neurology, Satakunta Hospital District, Pori, Finland

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• Juha Puustinen,

  Roles Conceptualization, Investigation, Methodology, Resources, Supervision, Writing – review & editing

  Affiliations Unit of Neurology, Satakunta Hospital District, Pori, Finland, Clinical Pharmacy Group, University of Helsinki, Helsinki, Finland, Department of Neurology, University of Turku, Turku, Finland

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• Antti Vehkaoja

  Roles Conceptualization, Methodology, Project administration, Supervision, Validation, Writing – review & editing

  Affiliation Faculty of Medicine and Health Technology, Tampere University, Tampere, Finland

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