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Poincaré Plot Methods for Heart Rate Variability Analysis
Taschenbuch von Ahsan Habib Khandoker (u. a.)
Sprache: Englisch

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Beschreibung
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.
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.
Zusammenfassung

Focuses traditional and new methods for analysing the geometry, temporal and spatial dynamics disclosed by the Poincaré plot to evaluate heart rate variability

Features up-to-date research

Useful 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

Inhaltsverzeichnis
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)
Details
Erscheinungsjahr: 2015
Fachbereich: Andere Fachgebiete
Genre: Medizin
Rubrik: Wissenschaften
Medium: Taschenbuch
Seiten: 164
Inhalt: xv
146 S.
ISBN-13: 9781489988430
ISBN-10: 1489988432
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Khandoker, Ahsan Habib
Karmakar, Chandan
Voss, Andreas
Palaniswami, Marimuthu
Brennan, Michael
Auflage: Softcover reprint of the original 1st ed. 2013
Hersteller: Springer US
Maße: 235 x 155 x 10 mm
Von/Mit: Ahsan Habib Khandoker (u. a.)
Erscheinungsdatum: 25.08.2015
Gewicht: 0,26 kg
preigu-id: 109217680
Zusammenfassung

Focuses traditional and new methods for analysing the geometry, temporal and spatial dynamics disclosed by the Poincaré plot to evaluate heart rate variability

Features up-to-date research

Useful 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

Inhaltsverzeichnis
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)
Details
Erscheinungsjahr: 2015
Fachbereich: Andere Fachgebiete
Genre: Medizin
Rubrik: Wissenschaften
Medium: Taschenbuch
Seiten: 164
Inhalt: xv
146 S.
ISBN-13: 9781489988430
ISBN-10: 1489988432
Sprache: Englisch
Ausstattung / Beilage: Paperback
Einband: Kartoniert / Broschiert
Autor: Khandoker, Ahsan Habib
Karmakar, Chandan
Voss, Andreas
Palaniswami, Marimuthu
Brennan, Michael
Auflage: Softcover reprint of the original 1st ed. 2013
Hersteller: Springer US
Maße: 235 x 155 x 10 mm
Von/Mit: Ahsan Habib Khandoker (u. a.)
Erscheinungsdatum: 25.08.2015
Gewicht: 0,26 kg
preigu-id: 109217680
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