A review of entropy measures for uncertainty quantification of stochastic processes

A Namdari, Z Li - Advances in Mechanical Engineering, 2019 - journals.sagepub.com
Entropy is originally introduced to explain the inclination of intensity of heat, pressure, and
density to gradually disappear over time. Based on the concept of entropy, the Second Law …

Multiscale deep neural network for obstructive sleep apnea detection using RR interval from single-lead ECG signal

Q Shen, H Qin, K Wei, G Liu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The detection of obstructive sleep apnea (OSA) based on single-lead electrocardiogram
(ECG) is better suited to the noninvasive needs and hardware conditions of wearable mobile …

[HTML][HTML] RTransferEntropy—Quantifying information flow between different time series using effective transfer entropy

S Behrendt, T Dimpfl, FJ Peter, DJ Zimmermann - SoftwareX, 2019 - Elsevier
This paper shows how to quantify and test for the information flow between two time series
with Shannon transfer entropy and Rényi transfer entropy using the R package …

A dual-model deep learning method for sleep apnea detection based on representation learning and temporal dependence

H Qin, G Liu - Neurocomputing, 2022 - Elsevier
Sleep apnea (SA) is a sleep-breathing disorder accompanied by multiple complications. The
SA detection method based on a single-lead electrocardiogram (ECG) has the …

Changes in the autonomic cardiorespiratory activity in parturient women with severe and moderate features of preeclampsia

EY Pichardo-Carmona, JJ Reyes-Lagos… - Frontiers in …, 2023 - frontiersin.org
Background Cardiorespiratory coupling (CRC) is a physiological phenomenon that reflects
the mutual interaction between the cardiac and respiratory control systems. It is mainly …

Sliding trend fuzzy approximate entropy as a novel descriptor of heart rate variability in obstructive sleep apnea

Y Li, W Pan, K Li, Q Jiang, G Liu - IEEE journal of biomedical …, 2018 - ieeexplore.ieee.org
Obstructive sleep apnea (OSA) is a common sleep disorder that is often associated with
reduced heart rate variability (HRV), thus reflecting modulation of the autonomic system …

Regularity of heart rate fluctuations analysis in obstructive sleep apnea patients using information-based similarity

S Wu, D Liang, Q Yang, G Liu - Biomedical Signal Processing and Control, 2021 - Elsevier
Obstructive sleep apnea (OSA) is a common respiratory disorder that is associated with
autonomic dysfunction. The low-frequency power to high-frequency power ratio (LF/HF) …

Group transfer entropy with an application to cryptocurrencies

T Dimpfl, FJ Peter - Physica A: Statistical Mechanics and its Applications, 2019 - Elsevier
The detection of informational leadership is a core issue in financial market microstructure.
We use effective group transfer entropy (EGTE) as a measure for the predictability of a …

Application of the variance delay fuzzy approximate entropy for autonomic nervous system fluctuation analysis in obstructive sleep apnea patients

Y Li, S Wu, Q Yang, G Liu, L Ge - Entropy, 2020 - mdpi.com
Obstructive sleep apnea (OSA) is a fatal respiratory disease occurring in sleep. OSA can
induce declined heart rate variability (HRV) and was reported to have autonomic nerve …

Bispectral analysis of heart rate variability to characterize and help diagnose pediatric sleep apnea

A Martín-Montero, GC Gutiérrez-Tobal, D Gozal… - Entropy, 2021 - mdpi.com
Pediatric obstructive sleep apnea (OSA) is a breathing disorder that alters heart rate
variability (HRV) dynamics during sleep. HRV in children is commonly assessed through …