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Multiscale base-scale entropy analysis of heart rate variability signal
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Multiscale base-scale entropy is introduced in this paper.We use it to analyze heart rate variability series.The results show that multiscale base-scale entropy can identify patterns generated from healthy and pathologic states, and can distinguish daytime and nighttime heartbeat time series. We also calculate the multiscale base-scale entropy of surrogate signal (phase randomized data), compare it with the entropy of atrial fibrillation signal, and find that the tends of two entropys are similar to each other, which indicates that atrial fibrillation reflects the linear characteristics of physiological signals. Multiscale base-scale entropy method has potential applications to studying a wide variety of other physiologic and physical time series data.
Acta Physica Sinica, Chinese Physical Society and Institute of Physics, Chinese Academy of Sciences
Title: Multiscale base-scale entropy analysis of heart rate variability signal
Description:
Multiscale base-scale entropy is introduced in this paper.
We use it to analyze heart rate variability series.
The results show that multiscale base-scale entropy can identify patterns generated from healthy and pathologic states, and can distinguish daytime and nighttime heartbeat time series.
We also calculate the multiscale base-scale entropy of surrogate signal (phase randomized data), compare it with the entropy of atrial fibrillation signal, and find that the tends of two entropys are similar to each other, which indicates that atrial fibrillation reflects the linear characteristics of physiological signals.
Multiscale base-scale entropy method has potential applications to studying a wide variety of other physiologic and physical time series data.
Related Results
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Heart failure monitoring using the wearable cardioverter defibrillator in patients with newly diagnosed heart failure
Abstract
Funding Acknowledgements
Type of funding sources: None.
Background
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