Prediction of Happy-Sad mood from daily behaviors and previous sleep history

We collected and analyzed subjective and objective data using surveys and wearable sensors worn day and night from 68 participants for ~30 days each, to address questions related to the relationships among sleep duration, sleep irregularity, self-reported Happy-Sad mood and other daily behavioral fa...

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Bibliographic Details
Main Authors: Sano, Akane, Yu, Amy Z., McHill, Andrew W., Phillips, Andrew J. K., Taylor, Sara Ann, Jaques, Natasha Mary, Klerman, Elizabeth B., Picard, Rosalind W.
Other Authors: Massachusetts Institute of Technology. Media Laboratory
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2016
Online Access:http://hdl.handle.net/1721.1/103875
https://orcid.org/0000-0002-8413-9469
https://orcid.org/0000-0003-4484-8946
https://orcid.org/0000-0002-5661-0022
https://orcid.org/0000-0003-4133-9230