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. 2016 Jun;41(7):1691-6.
doi: 10.1038/npp.2016.7. Epub 2016 Jan 28.

Harnessing Smartphone-Based Digital Phenotyping to Enhance Behavioral and Mental Health

Jukka-Pekka Onnela  1 , Scott L Rauch  2   3   4
Affiliations

Harnessing Smartphone-Based Digital Phenotyping to Enhance Behavioral and Mental Health

Jukka-Pekka Onnela et al. Neuropsychopharmacology. 2016 Jun.
No abstract available

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Figures

Figure 1
Figure 1
Schematic showing one aspect of how smartphone-based digital phenotyping may be used to learn about a subject's phone-mediated communication patterns and how those patterns might change over time in a hypothetical patient. The study subject is shown in blue in the top panel and the arrows between the subject and his social contacts represent communication flows over a period of time. Anonymized phone call logs (bottom panel) capture the underlying communication events, where each horizontal bar represents incoming and outgoing calls between the subject and one of his contacts. These data can be used to investigate call reciprocity (middle panel), a measure reflecting the balance between incoming and outgoing communication flows. A depressed subject might have reduced likelihood of returning calls, leading to low call reciprocity, but, as the patient improves, his call reciprocity might be expected to return to typical levels (blue band).
See this image and copyright information in PMC

References

    1. Ben-Zeev D, Schueller SM, Begale M, Duffecy J, Kane JM, Mohr DC (2015). Strategies for mHealth research: lessons from 3 mobile intervention studies. Adm Policy Ment Health 42: 157–167. - PMC - PubMed
    1. Boren ZD (2015). Active mobile phones outnumber humans for the first time. International Business Times. Available at: http://www.ibtimes.co.uk/there-are-more-gadgets-there-are-people-world-1....
    1. Csikszentmihalyi M, Larson R (1987). Validity and reliability of the experience-sampling method. J Nerv Ment Dis 175: 526–536. - PubMed
    1. Delude CM (2015). The details of disease. Nature 527: S14–S15. - PubMed
    1. Goodell S, Druss BG, Walker ER (2011) Mental Disorders and Medical Comorbidity. Robert Wood Johnson Foundation: Princeton, NJ, USA. Available at: http://www.integration.samhsa.gov/workforce/mental_disorders_and_medical....

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