Population analysis of mortality risk: Predictive models from passive monitors using motion sensors for 100,000 UK Biobank participants

Haowen Zhou; Ruoqing Zhu; Anita Ung; Bruce Schatz

doi:10.1371/journal.pdig.0000045

Loading metrics

Open Access

Peer-reviewed

Research Article

Population analysis of mortality risk: Predictive models from passive monitors using motion sensors for 100,000 UK Biobank participants

Haowen Zhou,

Roles Data curation, Formal analysis, Software, Validation, Visualization

Affiliations Department of Statistics, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America, Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America
⨯
Ruoqing Zhu,

Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Validation, Visualization, Writing – review & editing

Affiliations Department of Statistics, University of Illinois at Urbana-Champaign, Champaign, Illinois, United States of America, Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America

https://orcid.org/0000-0002-0753-5716

⨯
Anita Ung,

Roles Conceptualization, Investigation, Methodology, Validation, Writing – review & editing

Affiliation Department of Medicine, College of Medicine, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America

https://orcid.org/0000-0002-3950-368X

⨯
Bruce Schatz

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

* E-mail: schatz@illinois.edu

Affiliations Carl R. Woese Institute for Genomic Biology, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America, Department of Medical Information Science, College of Medicine, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America, University Library, University of Illinois at Urbana-Champaign, Urbana, Illinois, United States of America

https://orcid.org/0000-0001-5957-1711

⨯

Population analysis of mortality risk: Predictive models from passive monitors using motion sensors for 100,000 UK Biobank participants

Haowen Zhou,
Ruoqing Zhu,
Anita Ung,
Bruce Schatz

Published: October 20, 2022
https://doi.org/10.1371/journal.pdig.0000045

Reader Comments (0)

Post a new comment on this article

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Medical risk factors
Is the Subject Area "Medical risk factors" applicable to this article?

Thanks for your feedback.
Cell phones
Is the Subject Area "Cell phones" applicable to this article?

Thanks for your feedback.
Walking
Is the Subject Area "Walking" applicable to this article?

Thanks for your feedback.
Accelerometers
Is the Subject Area "Accelerometers" applicable to this article?

Thanks for your feedback.
Forecasting
Is the Subject Area "Forecasting" applicable to this article?

Thanks for your feedback.
Physical activity
Is the Subject Area "Physical activity" applicable to this article?

Thanks for your feedback.
Death rates
Is the Subject Area "Death rates" applicable to this article?

Thanks for your feedback.
Cancer risk factors
Is the Subject Area "Cancer risk factors" applicable to this article?

Thanks for your feedback.