Literature DB >> 33750897

Using smart speakers to contactlessly monitor heart rhythms.

Anran Wang1, Dan Nguyen2, Arun R Sridhar3, Shyamnath Gollakota4.   

Abstract

Heart rhythm assessment is indispensable in diagnosis and management of many cardiac conditions and to study heart rate variability in healthy individuals. We present a proof-of-concept system for acquiring individual heart beats using smart speakers in a fully contact-free manner. Our algorithms transform the smart speaker into a short-range active sonar system and measure heart rate and inter-beat intervals (R-R intervals) for both regular and irregular rhythms. The smart speaker emits inaudible 18-22 kHz sound and receives echoes reflected from the human body that encode sub-mm displacements due to heart beats. We conducted a clinical study with both healthy participants and hospitalized cardiac patients with diverse structural and arrhythmic cardiac abnormalities including atrial fibrillation, flutter and congestive heart failure. Compared to electrocardiogram (ECG) data, our system computed R-R intervals for healthy participants with a median error of 28 ms over 12,280 heart beats and a correlation coefficient of 0.929. For hospitalized cardiac patients, the median error was 30 ms over 5639 heart beats with a correlation coefficient of 0.901. The increasing adoption of smart speakers in hospitals and homes may provide a means to realize the potential of our non-contact cardiac rhythm monitoring system for monitoring of contagious or quarantined patients, skin sensitive patients and in telemedicine settings.

Entities:  

Year:  2021        PMID: 33750897      PMCID: PMC7943557          DOI: 10.1038/s42003-021-01824-9

Source DB:  PubMed          Journal:  Commun Biol        ISSN: 2399-3642


  33 in total

1.  Sympathetic restraint of respiratory sinus arrhythmia: implications for vagal-cardiac tone assessment in humans.

Authors:  J A Taylor; C W Myers; J R Halliwill; H Seidel; D L Eckberg
Journal:  Am J Physiol Heart Circ Physiol       Date:  2001-06       Impact factor: 4.733

Review 2.  Hearing in laboratory animals: strain differences and nonauditory effects of noise.

Authors:  Jeremy G Turner; Jennifer L Parrish; Larry F Hughes; Linda A Toth; Donald M Caspary
Journal:  Comp Med       Date:  2005-02       Impact factor: 0.982

3.  Optical vibrocardiography: a novel tool for the optical monitoring of cardiac activity.

Authors:  Umberto Morbiducci; Lorenzo Scalise; Mirko De Melis; Mauro Grigioni
Journal:  Ann Biomed Eng       Date:  2006-11-03       Impact factor: 3.934

4.  Physical working principles of medical radar.

Authors:  Øyvind Aardal; Yoann Paichard; Sverre Brovoll; Tor Berger; Tor Sverre Lande; Svein-Erik Hamran
Journal:  IEEE Trans Biomed Eng       Date:  2012-11-20       Impact factor: 4.538

5.  High-Throughput, Contact-Free Detection of Atrial Fibrillation From Video With Deep Learning.

Authors:  Bryan P Yan; William H S Lai; Christy K Y Chan; Alex C K Au; Ben Freedman; Yukkee C Poh; Ming-Zher Poh
Journal:  JAMA Cardiol       Date:  2020-01-01       Impact factor: 14.676

6.  Laser method for recording displacement of the heart and chest wall.

Authors:  A E Aubert; L Welkenhuysen; J Montald; L de Wolf; H Geivers; J Minten; H Kesteloot; H Geest
Journal:  J Biomed Eng       Date:  1984-04

7.  Audiocardiography in the cardiovascular evaluation of the morbidly obese.

Authors:  Peter A McCullough; Melissa Zerka; Esther Heimbach; Maria Musialcyzk; Thomas Spring; Adam DeJong; Syed S Jafri; Catherine Coleman; Tamika Washington; Shaheena Raheem; Thomas Vanhecke; Kerstyn C Zalesin
Journal:  Clin Physiol Funct Imaging       Date:  2010-07-05       Impact factor: 2.273

8.  Intensive care unit acquired infection: a prevalence and impact on morbidity and mortality.

Authors:  S Vosylius; J Sipylaite; J Ivaskevicius
Journal:  Acta Anaesthesiol Scand       Date:  2003-10       Impact factor: 2.105

9.  Reduced sinus arrhythmia in diabetic autonomic neuropathy: diagnostic value of an age-related normal range.

Authors:  S A Smith
Journal:  Br Med J (Clin Res Ed)       Date:  1982-12-04

10.  A Novel Non-contact Heart Rate Monitor Using Impulse-Radio Ultra-Wideband (IR-UWB) Radar Technology.

Authors:  Yonggu Lee; Jun-Young Park; Yeon-Woo Choi; Hyun-Kyung Park; Seok-Hyun Cho; Sung Ho Cho; Young-Hyo Lim
Journal:  Sci Rep       Date:  2018-08-29       Impact factor: 4.379

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  1 in total

1.  Smart Speakers: The Next Frontier in mHealth.

Authors:  Jacob Sunshine
Journal:  JMIR Mhealth Uhealth       Date:  2022-02-21       Impact factor: 4.947

  1 in total

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