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Nonlinear Dynamics of Heart Rate Variability after Acutely Induced Myocardial Ischemia by Percutaneous Transluminal Coronary Angioplasty
by
Lerma, Claudia
, Cruz-Vega, Itayetzin Beurini
, Calderón-Juárez, Martín
, González-Gómez, Gertrudis Hortensia
in
Algorithms
/ Analysis
/ Angioplasty
/ Cardiac arrhythmia
/ Care and treatment
/ Complex systems
/ Complications and side effects
/ Coronary vessels
/ Data collection
/ Fourier transforms
/ Heart attacks
/ Heart beat
/ Heart rate
/ heart rate variability
/ Intubation
/ Ischemia
/ Laboratories
/ Measurement
/ Myocardial ischemia
/ Nonlinear dynamics
/ Nonlinear theories
/ Nonlinearity
/ percutaneous transluminal coronary angiography
/ recurrence plot
/ reperfusion
/ Software
/ surrogate data
/ Time series
/ Transluminal angioplasty
/ Variability
/ Wavelet transforms
2023
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Nonlinear Dynamics of Heart Rate Variability after Acutely Induced Myocardial Ischemia by Percutaneous Transluminal Coronary Angioplasty
by
Lerma, Claudia
, Cruz-Vega, Itayetzin Beurini
, Calderón-Juárez, Martín
, González-Gómez, Gertrudis Hortensia
in
Algorithms
/ Analysis
/ Angioplasty
/ Cardiac arrhythmia
/ Care and treatment
/ Complex systems
/ Complications and side effects
/ Coronary vessels
/ Data collection
/ Fourier transforms
/ Heart attacks
/ Heart beat
/ Heart rate
/ heart rate variability
/ Intubation
/ Ischemia
/ Laboratories
/ Measurement
/ Myocardial ischemia
/ Nonlinear dynamics
/ Nonlinear theories
/ Nonlinearity
/ percutaneous transluminal coronary angiography
/ recurrence plot
/ reperfusion
/ Software
/ surrogate data
/ Time series
/ Transluminal angioplasty
/ Variability
/ Wavelet transforms
2023
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Nonlinear Dynamics of Heart Rate Variability after Acutely Induced Myocardial Ischemia by Percutaneous Transluminal Coronary Angioplasty
by
Lerma, Claudia
, Cruz-Vega, Itayetzin Beurini
, Calderón-Juárez, Martín
, González-Gómez, Gertrudis Hortensia
in
Algorithms
/ Analysis
/ Angioplasty
/ Cardiac arrhythmia
/ Care and treatment
/ Complex systems
/ Complications and side effects
/ Coronary vessels
/ Data collection
/ Fourier transforms
/ Heart attacks
/ Heart beat
/ Heart rate
/ heart rate variability
/ Intubation
/ Ischemia
/ Laboratories
/ Measurement
/ Myocardial ischemia
/ Nonlinear dynamics
/ Nonlinear theories
/ Nonlinearity
/ percutaneous transluminal coronary angiography
/ recurrence plot
/ reperfusion
/ Software
/ surrogate data
/ Time series
/ Transluminal angioplasty
/ Variability
/ Wavelet transforms
2023
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Nonlinear Dynamics of Heart Rate Variability after Acutely Induced Myocardial Ischemia by Percutaneous Transluminal Coronary Angioplasty
Journal Article
Nonlinear Dynamics of Heart Rate Variability after Acutely Induced Myocardial Ischemia by Percutaneous Transluminal Coronary Angioplasty
2023
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Overview
Several heart rate variability (HRV) characteristics of patients with myocardial ischemia are associated with a higher mortality risk. However, the immediate effect of acute ischemia on the HRV nonlinear dynamical behavior is unknown. The objective of this work is to explore the presence of nonlinearity through surrogate data testing and describe the dynamical behavior of HRV in acutely induced ischemia by percutaneous transluminal coronary angioplasty (PTCA) with linear and recurrence quantification analysis (RQA). Short-term electrocardiographic recordings from 68 patients before and after being treated with elective PTCA were selected from a publicly available database. The presence of nonlinear behavior was confirmed by determinism and laminarity in a relevant proportion of HRV time series, in up to 29.4% during baseline conditions and 30.9% after PTCA without statistical difference between these scenarios. After PTCA, the mean value and standard deviation of HRV time series decreased, while determinism and laminarity values increased. Here, the diminishment in overall variability caused by PTCA is not accompanied by a change in nonlinearity detection. Therefore, the presence of nonlinear behavior in HRV time series is not necessarily in agreement with the change of traditional and RQA measures.
Publisher
MDPI AG,MDPI
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