Poincaré Plot Methods for Heart Rate Variability Analysis (eBook)

Ahsan Habib Khandoker, Chandan Karmakar, Michael Brennan, Marimuthu Palaniswami, Andreas Voss (Autoren)

eBook Download: PDF

2013 | 2013
XV, 146 Seiten
Springer US (Verlag)
978-1-4614-7375-6 (ISBN)

Infos

The Poincaré plot (named after Henri Poincaré) is a popular two-dimensional visualization tool for dynamic systems due to its intuitive display of the dynamic properties of a system from a time series. This book presents the basis of Poincaré plot and focus especially on traditional and new methods for analysing the geometry, temporal and spatial dynamics disclosed by the Poincaré plot to evaluate heart rate variability (HRV). Mathematical descriptors of Poincaré plot have been developed to quantify the autonomic nervous system activity (sympathetic and parasympathetic modulation of heart rate). Poincaré plot analysis has also been used in various clinical diagnostic settings like diabetes, chronic heart failure, chronic renal failure and sleep apnea syndrome. The primary aims of quantification of the Poincaré plots are to discriminate healthy physiological systems from pathological conditions and to classify the stage of a disease. The HRV analysis by Poincaré plot has opened up ample opportunities for important clinical and research applications. Therefore, the present book can be used either for self-study, as a supplement to courses in linear and nonlinear systems, or as a modern monograph by researchers in this field of HRV analysis.

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The Poincare plot (named after Henri Poincare) is a popular two-dimensional visualization tool for dynamic systems due to its intuitive display of the dynamic properties of a system from a time series. This book presents the basis of Poincare plot and focus especially on traditional and new methods for analysing the geometry, temporal and spatial dynamics disclosed by the Poincare plot to evaluate heart rate variability (HRV). Mathematical descriptors of Poincar plot have been developed to quantify the autonomic nervous system activity (sympathetic and parasympathetic modulation of heart rate). Poincar plot analysis has also been used in various clinical diagnostic settings like diabetes, chronic heart failure, chronic renal failure and sleep apnea syndrome. The primary aims of quantification of the Poincar plots are to discriminate healthy physiological systems from pathological conditions and to classify the stage of a disease. The HRV analysis by Poincar plot has opened up ample opportunities for important clinical and research applications. Therefore, the present book can be used either for self-study, as a supplement to courses in linear and nonlinear systems, or as a modern monograph by researchers in this field of HRV analysis.

Inhalt

1 Introduction

2 Quantitative Poincare plot

3 Poincare plot interpretation of HRV using Physiological Model

4 Poincare plot in capturing nonlinear temporal dynamics of HRV

5 Heart rate asymmetry (HRA) analysis using Poincare plot

6 Segmented Poincare plot Analysis (SPPA) and Lagged Segmented Poincare Plot Analysis (LSPPA)

Produkt-Details

• Erscheint lt. Verlag: 15.8.2013
• Zusatzinfo: XV, 146 p.
• Verlagsort: New York
• Sprache: englisch
• Themenwelt: Medizinische Fachgebiete ► Innere Medizin ► Kardiologie / Angiologie
• Themenwelt: Medizin / Pharmazie ► Physiotherapie / Ergotherapie ► Orthopädie
• Themenwelt: Technik ► Bauwesen
• Themenwelt: Technik ► Medizintechnik
• ISBN-10: 1-4614-7375-6 / 1461473756
• ISBN-13: 978-1-4614-7375-6 / 9781461473756