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Using smart speakers to contactlessly monitor heart rhythms
- Source :
- Communications Biology, Vol 4, Iss 1, Pp 1-12 (2021), Communications Biology
- Publication Year :
- 2021
- Publisher :
- Nature Portfolio, 2021.
-
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.<br />Anran Wang et al. present a contact-free method of monitoring individual heart beats by converting smart-speakers into active sonar systems. Their approach is capable of measuring heart rhythms with high accuracy in both healthy participants and hospitalized patients, and may be a useful healthcare tool for remote diagnosis or patient monitoring.
- Subjects :
- Male
Time Factors
Remote patient monitoring
Hospitalized patients
Medicine (miscellaneous)
02 engineering and technology
030204 cardiovascular system & hematology
Arrhythmias
Electrocardiography
0302 clinical medicine
Heart Rate
0202 electrical engineering, electronic engineering, information engineering
Heart rate variability
Prospective Studies
Biology (General)
Measure heart rate
Atrial fibrillation
Signal Processing, Computer-Assisted
Equipment Design
Middle Aged
Telemedicine
Hospitalization
Cardiology
cardiovascular system
Female
General Agricultural and Biological Sciences
Wireless Technology
Algorithms
medicine.medical_specialty
QH301-705.5
Remote diagnosis
Transducers
Proof of Concept Study
General Biochemistry, Genetics and Molecular Biology
Article
03 medical and health sciences
Rhythm
Predictive Value of Tests
Internal medicine
medicine
Humans
Aged
Heart Failure
business.industry
Reproducibility of Results
020206 networking & telecommunications
Arrhythmias, Cardiac
Acoustics
medicine.disease
Heart failure
Case-Control Studies
business
Subjects
Details
- Language :
- English
- ISSN :
- 23993642
- Volume :
- 4
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Communications Biology
- Accession number :
- edsair.doi.dedup.....ba0ee54735aafc39a88743f64aa689ce