Estimation of heart rate power spectrum bands from real-world data: dealing with ectopic beats and noisy data

Author(s):  
P. Albrecht ◽  
R.J. Cohen
2020 ◽  
Author(s):  
Jeppe H. Christensen ◽  
Gabrielle H. Saunders ◽  
Michael Porsbo ◽  
Niels H. Pontoppidan

AbstractWe investigate the longitudinal association between multidimensional characteristics of everyday ambient sound and continuous mean heart rate. We used in-market data from hearing aid users who logged ambient acoustics via smartphone-connected hearing aids and continuous heart rate from their own wearables.We find that ambient acoustic characteristics explain approximately 4% of the fluctuation in mean heart rate throughout the day. Specifically, increases in ambient sound pressure intensity are significantly related to increases in mean heart rates, corroborating prior laboratory and short-term real-world data. In addition, however, and not previously recognized, increases in the ambient sound quality - that is, the difference between sound signal and noise - are associated with decreases in mean heart rates.Our findings document a mixed influence of everyday sounds on cardiovascular stress, and that the relationship is more complex than is seen from examination of sound intensity alone. Thus, our findings highlight the relevance of ambient environmental sound in models of human ecophysiology.


2021 ◽  
Vol 8 (2) ◽  
pp. 201345
Author(s):  
Jeppe H. Christensen ◽  
Gabrielle H. Saunders ◽  
Michael Porsbo ◽  
Niels H. Pontoppidan

We investigate the short-term association between multidimensional acoustic characteristics of everyday ambient sound and continuous mean heart rate. We used in-market data from hearing aid users who logged ambient acoustics via smartphone-connected hearing aids and continuous mean heart rate in 5 min intervals from their own wearables. We find that acoustic characteristics explain approximately 4% of the fluctuation in mean heart rate throughout the day. Specifically, increases in ambient sound pressure intensity are significantly related to increases in mean heart rate, corroborating prior laboratory and short-term real-world data. In addition, increases in ambient sound quality—that is, more favourable signal to noise ratios—are associated with decreases in mean heart rate. Our findings document a previously unrecognized mixed influence of everyday sounds on cardiovascular stress, and that the relationship is more complex than is seen from an examination of sound intensity alone. Thus, our findings highlight the relevance of ambient environmental sound in models of human ecophysiology.


2016 ◽  
Vol 22 ◽  
pp. 219
Author(s):  
Roberto Salvatori ◽  
Olga Gambetti ◽  
Whitney Woodmansee ◽  
David Cox ◽  
Beloo Mirakhur ◽  
...  

2020 ◽  
Author(s):  
Jersy Cardenas ◽  
Gomez Nancy Sanchez ◽  
Sierra Poyatos Roberto Miguel ◽  
Luca Bogdana Luiza ◽  
Mostoles Naiara Modroño ◽  
...  

Diabetes ◽  
2018 ◽  
Vol 67 (Supplement 1) ◽  
pp. 209-OR
Author(s):  
SHWETA GOPALAKRISHNAN ◽  
PRATIK AGRAWAL ◽  
MICHAEL STONE ◽  
CATHERINE FOGEL ◽  
SCOTT W. LEE

Diabetes ◽  
2018 ◽  
Vol 67 (Supplement 1) ◽  
pp. 994-P
Author(s):  
PRATIK AGRAWAL ◽  
MICHAEL STONE ◽  
SHWETA GOPALAKRISHNAN ◽  
CATHERINE FOGEL ◽  
SCOTT W. LEE ◽  
...  

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