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ECG Time Series Variability Analysis de Herbert F Jelinek

ECG Time Series Variability Analysis

Editat de Herbert F Jelinek, David J Cornforth, Ahsan H Khandoker
en Limba Engleză Hardback – 7 sep 2017
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.
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Specificații

ISBN-13: 9781482243475
ISBN-10: 1482243474
Pagini: 480
Ilustrații: 100
Dimensiuni: 183 x 257 x 33 mm
Greutate: 1.25 kg
Ediția:1
Editura: CRC Press

Public țintă

Academic and Professional Practice & Development

Notă biografică

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.

Recenzii

"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

Cuprins

PrefaceEditorsContributors1. Introduction to ECG Time Series Variability Analysis: A Simple OverviewHerbert F. Jelinek, David J. Cornforth, and Ahsan H. Khandoker2. Historical Development of HRV AnalysisAndreas Voss3. A Descriptive Approach to Signal ProcessingDragana Baji?, Goran Dimi?, Tatjana Lon?ar-Turukalo, Branislav Milovanovi?, and Nina Japundži?-Žigon4. Linear and Nonlinear Parametric Models in Heart Rate Variability AnalysisGaetano Valenza, Luca Citi, and Riccardo Barbieri5. Assessing Complexity and Causality in Heart Period Variability through a Model-Free Data-Driven Multivariate ApproachAlberto Porta, Luca Faes, Giandomenico Nollo, Anielle C. M. Takahashi, and Aparecida M. Catai6. Visualization of Short-Term Heart Period Variability with Network Tools as a Method for Quantifying Autonomic DriveDanuta Makowiec, Beata Graff, Agnieszka Kaczkowska, Grzegorz Graff, Dorota Wejer, Joanna Wdowczyk, Marta ?arczy?ska-Buchowiecka, Marcin Grucha?a, and Zbigniew R. Struzik7. Analysis and Preprocessing of HRV—Kubios HRV SoftwareMika P. Tarvainen, Jukka A. Lipponen, and Pekka Kuoppa8. Multiscale Complexity Measures of Heart Rate Variability—A Window on the Autonomic Nervous System FunctionDavid J. Cornforth and Herbert F. Jelinek9. BP and HR Interactions: Assessment of Spontaneous Baroreceptor Reflex SensitivityTatjana Lon?ar-Turukalo, Nina Japundži?-Žigon, Olivera Šarenac, and Dragana Baji?10. Tone–Entropy Analysis of Heart Rate Variability in Cardiac Autonomic NeuropathyChandan Karmakar, Ahsan H. Khandoker, Herbert F. Jelinek, and Marimuthu Palanis

Descriere

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.