Heart Rate Variability Analysis with the R package RHRV

This book introduces readers to the basic concepts of Heart Rate Variability (HRV) and its most important analysis algorithms using a hands-on approach based on the open-source RHRV software. HRV refers to the variation over time of the intervals between consecutive heartbeats. Despite its apparent ... Ausführliche Beschreibung

1. Person: García Martínez, Constantino Antonio
Weitere Körperschaften: SpringerLink (Online service)
Weitere Personen: Otero Quintana, Abraham [author]; Vila, Xosé A. [author]; Lado Touriño, María José [author]
Format: E-Buch
Sprache: English
Veröffentlicht: Cham Springer International Publishing 2017, 2017
Beschreibung: XVI, 157 p. 50 illus., 29 illus. in color online resource
Ausgabe: 1st ed. 2017
Serien: Use R!
Schlagworte: Biomedical Engineering and Bioengineering
Cardiology
Statistics for Life Sciences, Medicine, Health Sciences
Biomedical engineering
Statistical methods
Cardiac Imaging
Biostatistics
Cardiology
Signal, Image and Speech Processing
Statistics
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Inhaltsangabe:
  • Foreword
  • Preface
  • 1 Introduction to Heart Rate Variability
  • 2 Loading, Plotting and Filtering RR Intervals
  • 3 Time Domain Analysis
  • 4 Frequency Domain Analysis
  • 5 Nonlinear and Fractal Analysis
  • 6 Comparing HRV Variability across Different Segments of a Recording
  • 7 Putting it All Together, a Practical Example
  • A Installing RHRV
  • B How do I Get a Series of RR Intervals from a Clinical/Biological Experiment?

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