Literature DB >> 26737948

Biophone: Physiology monitoring from peripheral smartphone motions.

Javier Hernandez, Daniel J McDuff, Rosalind W Picard.   

Abstract

The 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.

Entities:  

Mesh:

Year:  2015        PMID: 26737948     DOI: 10.1109/EMBC.2015.7320048

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  7 in total

1.  Wearable Sensing of Cardiac Timing Intervals from Cardiogenic Limb Vibration Signals.

Authors:  Andrew D Wiens; Ann Johnson; Omer T Inan
Journal:  IEEE Sens J       Date:  2016-12-22       Impact factor: 3.301

Review 2.  Mobile devices for the remote acquisition of physiological and behavioral biomarkers in psychiatric clinical research.

Authors:  Zachary W Adams; Erin A McClure; Kevin M Gray; Carla Kmett Danielson; Frank A Treiber; Kenneth J Ruggiero
Journal:  J Psychiatr Res       Date:  2016-10-22       Impact factor: 4.791

Review 3.  Wearable Devices for Ambulatory Cardiac Monitoring: JACC State-of-the-Art Review.

Authors:  Furrukh Sana; Eric M Isselbacher; Jagmeet P Singh; E Kevin Heist; Bhupesh Pathik; Antonis A Armoundas
Journal:  J Am Coll Cardiol       Date:  2020-04-07       Impact factor: 24.094

4.  Gyrocardiography: A New Non-invasive Monitoring Method for the Assessment of Cardiac Mechanics and the Estimation of Hemodynamic Variables.

Authors:  Mojtaba Jafari Tadi; Eero Lehtonen; Antti Saraste; Jarno Tuominen; Juho Koskinen; Mika Teräs; Juhani Airaksinen; Mikko Pänkäälä; Tero Koivisto
Journal:  Sci Rep       Date:  2017-07-28       Impact factor: 4.379

5.  An Empirical Study Comparing Unobtrusive Physiological Sensors for Stress Detection in Computer Work.

Authors:  Fatema Akbar; Gloria Mark; Ioannis Pavlidis; Ricardo Gutierrez-Osuna
Journal:  Sensors (Basel)       Date:  2019-08-30       Impact factor: 3.576

6.  Scoping Review of Healthcare Literature on Mobile, Wearable, and Textile Sensing Technology for Continuous Monitoring.

Authors:  N Hernandez; L Castro; J Medina-Quero; J Favela; L Michan; W Ben Mortenson
Journal:  J Healthc Inform Res       Date:  2021-02-01

Review 7.  Gyrocardiography: A Review of the Definition, History, Waveform Description, and Applications.

Authors:  Szymon Sieciński; Paweł S Kostka; Ewaryst J Tkacz
Journal:  Sensors (Basel)       Date:  2020-11-22       Impact factor: 3.576

  7 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.