This paper is in the following e-collection/theme issue:

Digital Biomarkers and Digital Phenotyping (198) Big Data (245) Machine Learning (1501) Fitness Trackers and Smart Pedometers/Accelerometers (571) mHealth for Wellness, Behavior Change and Prevention (2922) Wearable Devices and Sensors (903) Loneliness and Social Isolation (105)

Published on in Vol 7, No 7 (2019): July

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/13209, first published .
Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data

Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data

Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data

Authors of this article:

Afsaneh Doryab1, 2 Author Orcid Image ;   Daniella K Villalba3 Author Orcid Image ;   Prerna Chikersal1 Author Orcid Image ;   Janine M Dutcher3 Author Orcid Image ;   Michael Tumminia4 Author Orcid Image ;   Xinwen Liu3 Author Orcid Image ;   Sheldon Cohen3 Author Orcid Image ;   Kasey Creswell3 Author Orcid Image ;   Jennifer Mankoff5 Author Orcid Image ;   John D Creswell3 Author Orcid Image ;   Anind K Dey6 Author Orcid Image
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