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Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data.
Doryab, Afsaneh; Villalba, Daniella K; Chikersal, Prerna; Dutcher, Janine M; Tumminia, Michael; Liu, Xinwen; Cohen, Sheldon; Creswell, Kasey; Mankoff, Jennifer; Creswell, John D; Dey, Anind K.
Afiliação
  • Doryab A; School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, United States.
  • Villalba DK; School of Engineering and Applied Sciences, The University of Virginia, Charlottesville, VA, United States.
  • Chikersal P; Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, United States.
  • Dutcher JM; School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, United States.
  • Tumminia M; Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, United States.
  • Liu X; School of Education, University of Pittsburgh, Pittsburgh, PA, United States.
  • Cohen S; Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, United States.
  • Creswell K; Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, United States.
  • Mankoff J; Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, United States.
  • Creswell JD; Paul G Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, United States.
  • Dey AK; Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, United States.
JMIR Mhealth Uhealth ; 7(7): e13209, 2019 07 24.
Article em En | MEDLINE | ID: mdl-31342903
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Isolamento Social / Técnicas de Observação do Comportamento / Smartphone / Solidão Tipo de estudo: Prognostic_studies / Qualitative_research Limite: Adolescent / Adult / Female / Humans / Male País/Região como assunto: America do norte Idioma: En Revista: JMIR Mhealth Uhealth Ano de publicação: 2019 Tipo de documento: Article País de afiliação: Estados Unidos
Texto completo
Imprimir
XML
PubMed Links
Buscar no Google

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Isolamento Social / Técnicas de Observação do Comportamento / Smartphone / Solidão Tipo de estudo: Prognostic_studies / Qualitative_research Limite: Adolescent / Adult / Female / Humans / Male País/Região como assunto: America do norte Idioma: En Revista: JMIR Mhealth Uhealth Ano de publicação: 2019 Tipo de documento: Article País de afiliação: Estados Unidos