Artifact correction methods on heart rate variability time series: How to deal with the problem of missing heartbeats in HRV analysis

Rincon Soler, Anderson

ISBN 10: 6200232385 / ISBN 13: 9786200232380

Published by LAP LAMBERT Academic Publishing, 2019

About this Item

88 pages. 8.66x5.91x0.20 inches. In Stock.

Seller Inventory # zk6200232385

Bibliographic Details

• Title: Artifact correction methods on heart rate variability time series: How to deal with the problem of missing heartbeats in HRV analysis
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2019
• Language: English
• ISBN 10: 6200232385
• ISBN 13: 9786200232380
• Binding: Paperback
• Condition: Brand New
• Weight: 0.18 kilograms

About this title

Synopsis

Over last years the Heart Rate Variability (HRV) analysis have been rapidly increasing in the academic and industrial world, with applications on devices like smartwatch and smartphones, and in fields like electrocardiography (ECG) telemetry and heart failure predictions. In HRV analysis are used temporal series that contains the distances between successive heartbeats to assess autonomic regulation of the cardiovascular system. These series are obtained from the ECG signal analysis and, in most cases, can be affected by different types of artifacts leading to incorrect interpretations of the analysis of the HRV signals. This study aims to determine the performance of some linear and non-linear correction methods on HRV signals with induced artefacts by quantification of its linear and nonlinear HRV parameters. This book offers a validated methodology to deal with artifacts in HRV signals, that can be applied to a variety of time series in different fields of research. Because of this, this book can be used not only by physiologists dedicated to the analysis of cardiovascular signals, but also by people who work with time series and require an optimal pre-processing of their data.