The Accuracy of Smartwatches Compared to Holter Monitors for Heart Rate Monitoring in Atrial Fibrillation: A Pilot Study

2019 ◽  
Vol 28 ◽  
pp. S229
Author(s):  
L. Toner ◽  
A. Al-Kaisey ◽  
A. Koshy ◽  
F. Ha ◽  
R. Spencer ◽  
...  
2021 ◽  
Author(s):  
Rae Jean Proeschold-Bell ◽  
David E. Eagle ◽  
Logan C. Tice ◽  
Jia Yao ◽  
Joshua A. Rash ◽  
...  

Abstract Background The job-demand-control-support model indicates that clergy are at high risk for chronic stress and adverse health outcomes. Methods A non-randomized participant preference design with a control group was used to evaluate the feasibility, acceptability, and range of outcome effect sizes for four potentially stress-reducing interventions: stress inoculation training, mindfulness-based stress reduction (MBSR), the Daily Examen, and Centering Prayer. All United Methodist clergy in North Carolina were eligible and recruited via email to attend their preferred intervention: in-person workshops of one (Daily Examen, Centering Prayer) or two days (stress inoculation training) at retreat centers, or eight weekly online 90-minute sessions (MBSR). Surveys at 0, 3, and 12 weeks assessed symptoms of stress, anxiety, and perceived stress reactivity. Heart rate variability was assessed at baseline and 12 weeks using data from 24h ambulatory heart rate monitoring. A patched-up control group was recruited after recruitment commenced. A subset of participants completed in-depth interviews and reported skill practice using daily text messages. Standardized mean differences with 95% and 75% confidence intervals were calculated for each intervention relative to control to determine the range of effect sizes likely to be observed in a definitive trial. Results 78 clergy participated in an intervention and 7 provided data as a control group. The daily percentage of participants engaging in stress management practices ranged from 47% (MBSR) to 69% (Examen). Every participant interviewed (n=23) reported that learning content was acceptable and they would recommend their intervention to others. Small-to-large effect sizes on measures of stress and anxiety were observed for Daily Examen, stress inoculation, and MBSR relative to control. Little evidence for change in HRV was observed between intervention and control, with the most favorable effects observed for MBSR. Results were mixed for Centering Prayer. Conclusions All four interventions were feasible and acceptable, with the best trends in outcomes for MBSR, although other interventions were promising. Participants welcomed daily text messages reminding them to engage in practice and wore ambulatory heart rate monitoring devices without incident. Three-week survey data did not contribute to study findings. Trial registration: ClinicalTrials.gov trial registration number: NCT04625777, November 12, 2020 (retrospectively registered).


2015 ◽  
Vol 2015 ◽  
pp. 1-10 ◽  
Author(s):  
Matthias Daniel Zink ◽  
Christoph Brüser ◽  
Patrick Winnersbach ◽  
Andreas Napp ◽  
Steffen Leonhardt ◽  
...  

Background.Heart rate monitoring is especially interesting in patients with atrial fibrillation (AF) and is routinely performed by ECG. A ballistocardiography (BCG) foil is an unobtrusive sensor for mechanical vibrations. We tested the correlation of heartbeat cycle length detection by a novel algorithm for a BCG foil to an ECG in AF and sinus rhythm (SR).Methods.In 22 patients we obtained BCG and synchronized ECG recordings before and after cardioversion and examined the correlation between heartbeat characteristics.Results.We analyzed a total of 4317 heartbeats during AF and 2445 during SR with a correlation between ECG and BCG during AF ofr=0.70(95% CI 0.68–0.71,P<0.0001) andr=0.75(95% CI 0.73–0.77,P<0.0001) during SR. By adding a quality index, artifacts could be reduced and the correlation increased for AF to 0.76 (95% CI 0.74–0.77,P<0.0001,n=3468) and for SR to 0.85 (95% CI 0.83–0.86,P<0.0001,n=2176).Conclusion.Heartbeat cycle length measurement by our novel algorithm for BCG foil is feasible during SR and AF, offering new possibilities of unobtrusive heart rate monitoring. This trial is registered with IRB registration number EK205/11. This trial is registered with clinical trials registration numberNCT01779674.


2020 ◽  
Vol 3 (56) ◽  
pp. 23-26
Author(s):  
Agnieszka Kotalczyk ◽  
Michał Mazurek ◽  
Ewa Jędrzejczyk-Patej

Atrial fibrillation is known as the epidemic of the 21st century. This most common arrhythmia carries the risk of, inter alia, serious thromboembolic complications. Due to the paroxysmal nature of arrhythmia, the diagnosis of atrial fibrillation is not easy. New technologies and methods of minimally invasive, continuous ECG monitoring for early detection of arrhythmias are dynamically developing. The following article discusses new heart rate monitoring methods for the detection of atrial fibrillation.


2019 ◽  
Vol 52 ◽  
pp. 23-27 ◽  
Author(s):  
Aviram Hochstadt ◽  
Ehud Chorin ◽  
Sami Viskin ◽  
Arie Lorin Schwartz ◽  
Natan Lubman ◽  
...  

2015 ◽  
Vol 67 ◽  
pp. S40-S45 ◽  
Author(s):  
Jamal Yusuf ◽  
Mayank Goyal ◽  
Saibal Mukhopadhyay ◽  
Vimal Mehta ◽  
Sunil Dhaiya ◽  
...  

2013 ◽  
Vol 89 (12) ◽  
pp. 943-948 ◽  
Author(s):  
Lonneke A.M. Aarts ◽  
Vincent Jeanne ◽  
John P. Cleary ◽  
C. Lieber ◽  
J. Stuart Nelson ◽  
...  

2020 ◽  
Author(s):  
Ahmed Raza Malik ◽  
Jennifer Boger

BACKGROUND Cardiovascular diseases are leading cause of death and result in significant economic costs to the healthcare system. The prevalence of cardiovascular conditions that require monitoring are expected to increase as the average age of the global population continues to rise. While an accurate cardiac assessment can be done at medical centers, frequent visits for assessment is not feasible for most people, especially those with limited mobility. Vitals monitoring at home is becoming an increasingly desirable, accessible, and practical alternative. As wearables are not the ideal solution for everyone, parallel and complementary approaches need to be developed. OBJECTIVE The objective of this research is to develop a zero-effort, unobtrusive, low-cost, and portable option for home-based ambient heart rate monitoring. METHODS The prototype seat cushion uses load cells to acquire a user’s ballistocardiogram (BCG). The analog signal from the load cells is amplified and filtered by a signal conditioning circuit before being digitally recorded. A pilot study with 20 participants was conducted to analyze the prototype’s ability to capture BCG during five real-world tasks: sitting still, watching TV, reading, using a computer, and having a conversation. A novel algorithm based on the continuous wavelet transform (CWT) was developed to extract heart rate by detecting the largest amplitude values (J-peaks) in the BCG signal. RESULTS Data from the pilot study show that BCG signals from all five tasks had large enough portions to extract heart rate. The CWT-based algorithm for J-peak detection demonstrated an overall accuracy of 91.4% compared to electrocardiography (ECG). Excluding three outliers that had significantly noisy BCG data, the algorithm was able to achieve 94.6% accuracy, which is aligned with wearable devices. CONCLUSIONS This research suggests that that BCG acquired through a seat cushion is a viable alternative to wearable technologies. The prototype seat cushion presented in this research is an example of a relatively accessible, affordable, portable, and unobtrusive zero-effort approach to achieve frequent home-based ambient heart rate monitoring.


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