ECG Time Series Variability Analysis (eBook, PDF)

Engineering and Medicine
Redaktion: Jelinek, Herbert F.; Khandoker, Ahsan H.; Cornforth, David J.

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 496
• Erscheinungstermin: 11. September 2017
• Englisch
• ISBN-13: 9781482243482
• Artikelnr.: 49266515

Autorenporträt

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.

Inhaltsangabe

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 Japundi?-igon4. 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 Japundi?-igon
Olivera arenac
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