Description
Book SynopsisDivided 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.
Trade Review"This book presents a comprehensive view of ECG time series variability analysis, covering many relevant aspects from descriptive approaches and modelling to advanced signal processing methods. The different clinical applications of the techniques are covered in detail, with examples including, but not limited to, foetal heart rate variability, heart rate variability in psychiatric disorders, schizophrenia, or chronic kidney disease. Therefore, it is likely to become a well-received book by those who already have an interest in the topic, those who might be interested in the possible usefulness of heart rate variability analysis in different conditions, and those wanting to get started in ECG time series variability analysis."
—Daniel Abasolo, University of Surrey, United Kingdom
Table of ContentsPreface
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 Bajić, Goran Dimić, Tatjana Lončar-Turukalo, Branislav Milovanović, and Nina Japundžić-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 Żarczyńska-Buchowiecka, Marcin Gruchała, 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 Lončar-Turukalo, Nina Japundžić-Žigon, Olivera Šarenac, and Dragana Bajić
10. Tone–Entropy Analysis of Heart Rate Variability in Cardiac Autonomic Neuropathy
Chandan Karmakar, Ahsan H. Khandoker, Herbert F. Jelinek, and Marimuthu Palaniswami
11. Heart Rate Variability Analysis in Exercise Physiology
Kuno Hottenrott and Olaf Hoos
12. Monitoring Patients during Neurorehabilitation Following Central or Peripheral Nervous System Injury: Dynamic Difficulty Adaptation
Herbert F. Jelinek, David J. Cornforth, Alexander Koenig, Robert Riener, Chandan Karmakar, Md. Hasan Imam, Ahsan H. Khandoker, Marimuthu Palaniswami, and Mario Minichiello
13. Heart Rate Variability as a Useful Parameter in Assessment of Cardiac Rehabilitation Outcome
Hosen Kiat, Tom Collins, and Herbert F. Jelinek
14. Acquired Brain Injury Rehabilitation: What Can HRV Tell You?
Ian J. Baguley and Melissa T. Nott
15. Heart Rate Variability in Psychiatric Disorders, Methodological Considerations, and Recommendations for Future Research
A. H. Kemp and D. S. Quintana
16. Cardiac Autonomic Dysfunction in Patients with Schizophrenia and Their Healthy Relatives
Karl-Jürgen Bär, Steffen Schulz, and Andreas Voss
17. Fetal Heart Rate Variability
Faezeh Marzbanrad, Yoshitaka Kimura, Marimuthu Palaniswami, and Ahsan H. Khandoker
18. Heart Rate Variability and Eating Disorders
Jane Russell and Ian Spence
19. Applying Heart Rate Variability in Clinical Practice Following Acute Myocardial Infarction
Juha S. Perkiömäki and Heikki V. Huikuri
20. Beat-to-Beat QT Interval Variability and Autonomic Activity
Mathias Baumert
21. The Predictive Utility of Heart Rate Variability in Chronic Kidney Disease: A Marker of Patient Outcomes
Cara M. Hildreth, Ann K. Goodchild, Divya Sarma Kandukuri, and Jacqueline K. Phillips
22. Beat-to-Beat Variability of Cardiomyocytes
Helmut Ahammer, Brigitte Pelzmann, Klaus Zorn-Pauly, Robert Arnold, and Michael Mayrhofer-Reinhartshuber
23. Associations between Genetic Polymorphisms and Heart Rate Variability
Anne Voigt, Jasha W. Trompf, Mikhail Tamayo, Ethan Ng, Yuling Zhou, Yaxin Lu, Slade Matthews, Brett D. Hambly, and Herbert F. Jelinek
Index
