Developing better digital health measures of Parkinson’s disease using free living data and a crowdsourced data analysis challenge

• Solveig K. Sieberts ,

  Contributed equally to this work with: Solveig K. Sieberts, Henryk Borzymowski, Yuanfang Guan, Yidi Huang, Ayala Matzner, Alex Page

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: solly.sieberts@sagebase.org (SKS); larsson.omberg@sagebionetworks.org (LO)

  Affiliation Sage Bionetworks, Seattle, Washington, United States of America

  https://orcid.org/0000-0003-1033-0954

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• Henryk Borzymowski ,

  Contributed equally to this work with: Solveig K. Sieberts, Henryk Borzymowski, Yuanfang Guan, Yidi Huang, Ayala Matzner, Alex Page

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

  Affiliation Independent researcher

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• Yuanfang Guan ,

  Contributed equally to this work with: Solveig K. Sieberts, Henryk Borzymowski, Yuanfang Guan, Yidi Huang, Ayala Matzner, Alex Page

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan, United States of America

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• Yidi Huang ,

  Contributed equally to this work with: Solveig K. Sieberts, Henryk Borzymowski, Yuanfang Guan, Yidi Huang, Ayala Matzner, Alex Page

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, United States of America

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• Ayala Matzner ,

  Contributed equally to this work with: Solveig K. Sieberts, Henryk Borzymowski, Yuanfang Guan, Yidi Huang, Ayala Matzner, Alex Page

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Gonda Brain Research Center, Bar Ilan University, Ramat Gan, Israel

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• Alex Page ,

  Contributed equally to this work with: Solveig K. Sieberts, Henryk Borzymowski, Yuanfang Guan, Yidi Huang, Ayala Matzner, Alex Page

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliations Center for Health + Technology, University of Rochester Medical Center, Rochester, New York, United States of America, Cardiology Division, University of Rochester Medical Center, Rochester, New York, United States of America

  https://orcid.org/0000-0001-5562-3115

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• Izhar Bar-Gad,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Gonda Brain Research Center, Bar Ilan University, Ramat Gan, Israel

  https://orcid.org/0000-0002-2999-4083

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• Brett Beaulieu-Jones,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliations Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, United States of America, Department of Neurology, Brigham and Women’s Hospital, Boston, Massachusetts, United States of America

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• Yuval El-Hanani,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Gonda Brain Research Center, Bar Ilan University, Ramat Gan, Israel

  ⨯
• Jann Goschenhofer,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Independent researcher

  ⨯
• Monica Javidnia,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliations Center for Health + Technology, University of Rochester Medical Center, Rochester, New York, United States of America, Department of Neurology, University of Rochester, Rochester, New York, United States of America

  ⨯
• Mark S. Keller,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, United States of America

  ⨯
• Yan-chak Li,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America

  ⨯
• Mohammed Saqib,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0002-8171-2581

  ⨯
• Greta Smith,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliations Center for Health + Technology, University of Rochester Medical Center, Rochester, New York, United States of America, Department of Neurology, University of Rochester, Rochester, New York, United States of America

  ⨯
• Ana Stanescu,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliation Department of Computing and Mathematics, University of West Georgia, Carrollton, Georgia, United States of America

  ⨯
• Charles S. Venuto,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliations Center for Health + Technology, University of Rochester Medical Center, Rochester, New York, United States of America, Department of Neurology, University of Rochester, Rochester, New York, United States of America

  ⨯
• Robert Zielinski,

  Roles Formal analysis, Writing – original draft, Writing – review & editing

  Affiliations Center for Health + Technology, University of Rochester Medical Center, Rochester, New York, United States of America, Department of Neurology, University of Rochester, Rochester, New York, United States of America

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• the BEAT-PD DREAM Challenge Consortium ,

  ¶Membership of the BEAT-PD DREAM Challenge Consortium is provided in Supporting Information file S1 Acknowledgements.

  ⨯
• Arun Jayaraman,

  Roles Conceptualization, Investigation

  Affiliation Center for Rehabilitation Technologies & Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois, United States of America

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• Luc J. W. Evers,

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

  Affiliations Donders Institute for Brain, Cognition and Behaviour, Department of Neurology, Radboud University Medical Center, Nijmegen, the Netherlands, Institute for Computing and Information Sciences, Radboud University, Nijmegen, the Netherlands

  ⨯
• Luca Foschini,

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

  Affiliation Evidation Health, Santa Barbara, California, United States of America

  ⨯
• Alex Mariakakis,

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

  Affiliation Department of Computer Science, University of Toronto, Toronto, Ontario, Canada

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• Gaurav Pandey,

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

  Affiliation Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, United States of America

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• Nicholas Shawen,

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

  Affiliations Center for Rehabilitation Technologies & Outcomes Research, Shirley Ryan AbilityLab, Chicago, Illinois, United States of America, Medical Scientist Training Program, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America

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• Phil Synder,

  Roles Data curation, Formal analysis, Software, Validation

  Affiliation Sage Bionetworks, Seattle, Washington, United States of America

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•  [ ... ],
• Larsson Omberg

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

  * E-mail: solly.sieberts@sagebase.org (SKS); larsson.omberg@sagebionetworks.org (LO)

  Affiliation Sage Bionetworks, Seattle, Washington, United States of America

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