Objective monitoring of loneliness levels using smart devices: A multi-device approach for mental health applications

• Salar Jafarlou ,

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

  * E-mail: jafarlos@uci.edu

  Affiliation Donald Bren School of Information and Computer Sciences, University of California, Irvine, Irvine, California, United States of America

  https://orcid.org/0000-0002-9706-0901

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• Iman Azimi,

  Roles Writing – original draft, Writing – review & editing

  Affiliations Donald Bren School of Information and Computer Sciences, University of California, Irvine, Irvine, California, United States of America, Institute for Future Health, University of California, Irvine, Irvine, California, United States of America

  https://orcid.org/0000-0001-5003-299X

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• Jocelyn Lai,

  Roles Methodology, Project administration, Writing – original draft, Writing – review & editing

  Affiliation Department of Psychological Science, University of California, Irvine, Irvine, California, United States of America

  https://orcid.org/0000-0002-6457-3313

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• Yuning Wang,

  Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Visualization, Writing – original draft

  Affiliation Department of Computing, University of Turku, Turku, Finland

  https://orcid.org/0000-0001-7351-6866

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• Sina Labbaf,

  Roles Conceptualization, Data curation, Software

  Affiliation Donald Bren School of Information and Computer Sciences, University of California, Irvine, Irvine, California, United States of America

  https://orcid.org/0000-0002-9478-2546

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• Brenda Nguyen,

  Roles Resources, Writing – original draft, Writing – review & editing

  Affiliation Department of Psychological Science, University of California, Irvine, Irvine, California, United States of America

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• Hana Qureshi,

  Roles Resources, Writing – review & editing

  Affiliation Department of Psychological Science, University of California, Irvine, Irvine, California, United States of America

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• Christopher Marcotullio,

  Roles Resources, Writing – review & editing

  Affiliation Department of Psychological Science, University of California, Irvine, Irvine, California, United States of America

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• Jessica L. Borelli,

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

  Affiliation Department of Cognitive Science, University of California, Irvine, Irvine, California, United States of America

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• Nikil D. Dutt,

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

  Affiliation Donald Bren School of Information and Computer Sciences, University of California, Irvine, Irvine, California, United States of America

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• Amir M. Rahmani

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

  Affiliations Donald Bren School of Information and Computer Sciences, University of California, Irvine, Irvine, California, United States of America, Institute for Future Health, University of California, Irvine, Irvine, California, United States of America, School of Nursing, University of California, Irvine, Irvine, California, United States of America

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