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dc.contributor.authorHernandez Rivera, Javier
dc.contributor.authorMcDuff, Daniel Jonathan
dc.contributor.authorPicard, Rosalind W.
dc.date.accessioned2016-07-20T20:54:51Z
dc.date.available2016-07-20T20:54:51Z
dc.date.issued2015-08
dc.identifier.isbn978-1-4244-9271-8
dc.identifier.otherINSPEC Accession Number: 15584955
dc.identifier.urihttp://hdl.handle.net/1721.1/103784
dc.description.abstractThe large-scale adoption of smartphones during recent years has created many opportunities to improve health monitoring and care delivery. In this work, we demonstrate that motion sensors available in off-the-shelf smartphones can capture physiological parameters of a person during stationary postures, even while being carried in a bag or a pocket. In particular, we develop methods to extract heart and breathing rates from accelerometer data and compare them with measurements obtained with FDA-cleared sensors. We evaluated their accuracy on 12 people across different still body postures (pre- and post- exercise) and were able to reach mean absolute errors of 1.16 beats per minute (STD: 3) and 0.26 breaths per minute (STD: 0.5) when considering different conditions. Furthermore, we evaluated the same methods during regular phone activities, such as when watching a video or listening to a conversation, yielding increased but still comparable error rates for some conditions.en_US
dc.description.sponsorshipNational Science Foundation (U.S.) (NSF CCF-1029585)en_US
dc.description.sponsorshipSamsung (Firm)en_US
dc.description.sponsorshipMIT Media Lab Consortiumen_US
dc.language.isoen_US
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)en_US
dc.relation.isversionofhttp://dx.doi.org/10.1109/EMBC.2015.7320048en_US
dc.rightsCreative Commons Attribution-Noncommercial-Share Alikeen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/en_US
dc.sourceMIT web domainen_US
dc.titleBiophone: Physiology monitoring from peripheral smartphone motionsen_US
dc.typeArticleen_US
dc.identifier.citationHernandez, Javier, Daniel J. McDuff, and Rosalind W. Picard. “Biophone: Physiology Monitoring from Peripheral Smartphone Motions.” 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (August 2015), Milan, Italy, 25-29 Aug. 2015. pp.7180-7183.en_US
dc.contributor.departmentMassachusetts Institute of Technology. Media Laboratoryen_US
dc.contributor.mitauthorHernandez Rivera, Javieren_US
dc.contributor.mitauthorMcDuff, Daniel Jonathanen_US
dc.contributor.mitauthorPicard, Rosalind W.en_US
dc.relation.journal2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)en_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/ConferencePaperen_US
eprint.statushttp://purl.org/eprint/status/NonPeerRevieweden_US
dspace.orderedauthorsHernandez, Javier; McDuff, Daniel J.; Picard, Rosalind W.en_US
dspace.embargo.termsNen_US
dc.identifier.orcidhttps://orcid.org/0000-0002-5661-0022
dc.identifier.orcidhttps://orcid.org/0000-0001-9504-5217
mit.licenseOPEN_ACCESS_POLICYen_US


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