ECG Time Series Variability Analysis

Engineering and Medicine
1. Auflage 2019
ISBN: 978-0-367-87015-7
Verlag: Taylor & Francis Ltd (Sales)

Buch, Englisch, 496 Seiten, Format (B × H): 178 mm x 254 mm, Gewicht: 853 g

Divided roughly into two sections, this book provides a brief history of the development of ECG along with heart rate variability (HRV) algorithms and the engineering innovations over the last decade in this area. It reviews clinical research, presents an overview of the clinical field, and the importance of heart rate variability in diagnosis. The book then discusses the use of particular ECG and HRV algorithms in the context of clinical applications.

Zielgruppe

Academic and Professional Practice & Development

Autoren/Hrsg.

Jelinek, Herbert F

Cornforth, David J

Khandoker, Ahsan H

Fachgebiete

• Technische Wissenschaften Energietechnik | Elektrotechnik Elektrotechnik
• Technische Wissenschaften Verfahrenstechnik | Chemieingenieurwesen | Biotechnologie Biotechnologie Medizinische Biotechnologie
• Mathematik | Informatik Mathematik Algebra Zahlentheorie

Inhaltsverzeichnis

Preface

Editors

Contributors

1. Introduction to ECG Time Series Variability Analysis: A Simple Overview

Herbert F. Jelinek, David J. Cornforth, and Ahsan H. Khandoker

2. Historical Development of HRV Analysis

Andreas Voss

3. A Descriptive Approach to Signal Processing

Dragana Bajic, Goran Dimic, Tatjana Loncar-Turukalo, Branislav Milovanovic, and Nina Japundžic-Žigon

4. Linear and Nonlinear Parametric Models in Heart Rate Variability Analysis

Gaetano Valenza, Luca Citi, and Riccardo Barbieri

5. Assessing Complexity and Causality in Heart Period Variability through a Model-Free Data-Driven Multivariate Approach

Alberto Porta, Luca Faes, Giandomenico Nollo, Anielle C. M. Takahashi, and Aparecida M. Catai

6. Visualization of Short-Term Heart Period Variability with Network Tools as a Method for Quantifying Autonomic Drive

Danuta Makowiec, Beata Graff, Agnieszka Kaczkowska, Grzegorz Graff, Dorota Wejer, Joanna Wdowczyk, Marta Zarczynska-Buchowiecka, Marcin Gruchala, and Zbigniew R. Struzik

7. Analysis and Preprocessing of HRV—Kubios HRV Software

Mika P. Tarvainen, Jukka A. Lipponen, and Pekka Kuoppa

8. Multiscale Complexity Measures of Heart Rate Variability—A Window on the Autonomic Nervous System Function

David J. Cornforth and Herbert F. Jelinek

9. BP and HR Interactions: Assessment of Spontaneous Baroreceptor Reflex Sensitivity

Tatjana Loncar-Turukalo, Nina Japundžic-Žigon, Olivera Šarenac, and Dragana Bajic

10. Tone–Entropy Analysis of Heart Rate Variability in Cardiac Autonomic Neuropathy

Chandan Karmakar, Ahsan H. Khandoker, Herbert F. Jelinek, and Marimuthu Palanis

Über Autor(innen)

Associate Professor Herbert Jelinek received the B.Sc. (Hons.) degree in human genetics from the University of New South Wales, Sydney, Australia, followed by a Graduate Diploma in neuroscience from the Australian National University, Canberra, Australia, and his PhD. degree in medicine from the University of Sydney, Australia. He is a honorary Clinical Associate Professor with the Australian School of Advanced Medicine, Macquarie University, Sydney, Australia, and a member of the Centre for Research in Complex Systems, Charles Sturt University, Albury, Australia. Dr Jelinek has been organizing a rural diabetes complications screening research project for over ten years in Australia and has published widely in ECG signal processing and diabetic retinopathy image analysis as well as data mining applications of biomarkers associated with diabetes disease progression. His current research interests include neurogenetics of diabetes and cognitive function. He is a member of the IEEE Biomedical Engineering Society and the Australian Diabetes Association.