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Group-personalized regression models for predicting mental health scores from objective mobile phone data streams: observational study

Abstract:

Background: Objective behavioral markers of mental illness, often recorded through smartphones or wearable devices, have the potential to transform how mental health services are delivered and to help users monitor their own health. Linking objective markers to illness is commonly performed using population...

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Publication status:
Published
Peer review status:
Peer reviewed
Version:
Publisher's Version

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Publisher copy:
10.2196/10194

Authors


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Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Oxford college:
Wolfson
Role:
Author
ORCID:
0000-0003-2766-3309
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Institution:
University of Oxford
Division:
MPLS Division
Department:
Engineering Science
Role:
Author
More by this author
Institution:
University of Oxford
Division:
Medical Sciences Division
Department:
Psychiatry
Role:
Author
More by this author
Institution:
University of Oxford
Division:
Medical Sciences Division
Department:
Psychiatry
Role:
Author
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More from this funder
Funding agency for:
Palmius, NT
Publisher:
Journal of Medical Internet Research Publisher's website
Journal:
JMIR Journal website
Volume:
20
Issue:
10
Pages:
e10194
Publication date:
2018-10-22
Acceptance date:
2018-06-10
DOI:
EISSN:
1438-8871
ISSN:
1439-4456
Pubs id:
pubs:923714
URN:
uri:10e64421-2664-4070-9243-c9eeda5afe45
UUID:
uuid:10e64421-2664-4070-9243-c9eeda5afe45
Local pid:
pubs:923714
Keywords:

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