The Resource Understanding atrial fibrillation, the signal processing contribution, Part I, Luca Mainardi, Leif Sörnmo, Sergio Cerutti, (electronic resource)

Understanding atrial fibrillation, the signal processing contribution, Part I, Luca Mainardi, Leif Sörnmo, Sergio Cerutti, (electronic resource)

Label
Understanding atrial fibrillation, the signal processing contribution, Part I
Title
Understanding atrial fibrillation, the signal processing contribution
Title number
Part I
Statement of responsibility
Luca Mainardi, Leif Sörnmo, Sergio Cerutti
Creator
Contributor
Subject
Language
eng
Summary
The book presents recent advances in signal processing techniques for modeling, analysis, and understanding of the heart's electrical activity during atrial fibrillation. This arrhythmia is the most commonly encountered in clinical practice and its complex and metamorphic nature represents a challenging problem for clinicians, engineers, and scientists. Research on atrial fibrillation has stimulated the development of a wide range of signal processing tools to better understand the mechanisms ruling its initiation, maintenance, and termination. This book provides undergraduate and graduate students, as well as researchers and practicing engineers, with an overview of techniques, including time domain techniques for atrial wave extraction, time-frequency analysis for exploring wave dynamics, and nonlinear techniques to characterize the ventricular response and the organization of atrial activity.The book includes an introductory chapter about atrial fibrillation and its mechanisms, treatment, and management. The successive chapters are dedicated to the analysis of atrial signals recorded on the body surface and to the quantification of ventricular response. The rest of the book explores techniques to characterize endo- and epicardial recordings and to model atrial conduction. Under the appearance of being a monothematic book on atrial fibrillation, the reader will not only recognize common problems of biomedical signal processing but also discover that analysis of atrial fibrillation is a unique challenge for developing and testing novel signal processing tools
Member of
Additional physical form
Also available in print.
Cataloging source
CaBNvSL
Citation source
  • Compendex
  • INSPEC
  • Google scholar
  • Google book search
http://bibfra.me/vocab/lite/collectionName
Synthesis digital library of engineering and computer science
http://library.link/vocab/creatorName
Mainardi, Luca
Dewey number
616.128
Illustrations
illustrations
Index
index present
LC call number
RC685.A72
LC item number
M2581 2008
Literary form
non fiction
Nature of contents
  • dictionaries
  • abstracts summaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Sörnmo, Leif
  • Cerutti, Sergio
Series statement
Synthesis lectures on biomedical engineering,
Series volume
# 24
http://library.link/vocab/subjectName
  • Atrial fibrillation
  • Signal processing
Target audience
  • adult
  • specialized
Label
Understanding atrial fibrillation, the signal processing contribution, Part I, Luca Mainardi, Leif Sörnmo, Sergio Cerutti, (electronic resource)
Link
http://libraries.ou.edu/access.aspx?url=http://dx.doi.org/10.2200/S00152ED1V01Y200809BME024
Instantiates
Publication
Note
  • Part of: Synthesis digital library of engineering and computer science
  • Title from PDF t.p. (viewed on January 8, 2009)
  • Series from website
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Introduction to atrial fibrillation: from mechanisms to treatment -- Andreas Bollmann and Federico Lombardi -- Background -- Atrial fibrillation mechanisms -- Main determinants of atrial activation, the wavelength concept -- AF activation mapping -- AF frequency mapping -- Classification schemes -- Epidemiology -- Clinical presentation -- Mortality and morbidity -- Treatment of atrial fibrillation -- Conclusions -- Bibliography -- Time domain analysis of atrial fibrillation -- Introduction -- Atrial fibrillation and ECG characteristics -- Fibrillatory wave analysis -- Fibrillatory wave amplitude -- Fibrillatory wave rate -- Reproducibility over time -- Suitable lead sets for AF analysis -- Vector analysis -- Limitations of AF analysis -- Conclusions -- Bibliography -- Atrial activity extraction from the ECG -- Leif Sörnmo, Martin Stridh, and José Joaquín Rieta -- Introduction -- Average beat subtraction and variants -- Spatiotemporal QRST cancellation -- TQ-based fibrillation signal -- Separate QRS complex and T wave cancellation -- Single-beat cancellation -- Principal component analysis -- Single-lead analysis -- Multi-lead analysis -- Independent component analysis -- Model and methods -- Application to ECG signals -- Performance evaluation -- Simulation models -- Performance measures -- Conclusions -- Bibliography -- Time-frequency analysis of atrial fibrillation -- Frida Sandberg, Martin Stridh, and Leif Sörnmo -- Introduction -- Time-frequency distributions -- The Wigner-Ville distribution -- The Cross Wigner-Ville distribution -- The spectral profile method -- Robust spectral estimation -- Spectral profile validity -- Spectral modeling with Gaussian functions -- Hidden Markov model -- Conclusions -- Bibliography
Dimensions
unknown
Extent
1 electronic text (xvii, 102 p. : ill.)
File format
multiple file formats
Form of item
electronic
Governing access note
Abstract freely available; full-text restricted to subscribers or individual document purchasers
Isbn
9781598292961
Isbn Type
(pbk.)
Other control number
10.2200/S00152ED1V01Y200809BME024
Other physical details
digital file.
Reformatting quality
access
Specific material designation
remote
System control number
  • 3179965-01okla_normanlaw
  • (SIRSI)3179965
  • (Sirsi) i9781598292978
  • (CaBNvSL)gtp00532335
  • (OCoLC)299803441
System details
  • Mode of access: World Wide Web
  • System requirements: Adobe Acrobat reader
Label
Understanding atrial fibrillation, the signal processing contribution, Part I, Luca Mainardi, Leif Sörnmo, Sergio Cerutti, (electronic resource)
Link
http://libraries.ou.edu/access.aspx?url=http://dx.doi.org/10.2200/S00152ED1V01Y200809BME024
Publication
Note
  • Part of: Synthesis digital library of engineering and computer science
  • Title from PDF t.p. (viewed on January 8, 2009)
  • Series from website
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Introduction to atrial fibrillation: from mechanisms to treatment -- Andreas Bollmann and Federico Lombardi -- Background -- Atrial fibrillation mechanisms -- Main determinants of atrial activation, the wavelength concept -- AF activation mapping -- AF frequency mapping -- Classification schemes -- Epidemiology -- Clinical presentation -- Mortality and morbidity -- Treatment of atrial fibrillation -- Conclusions -- Bibliography -- Time domain analysis of atrial fibrillation -- Introduction -- Atrial fibrillation and ECG characteristics -- Fibrillatory wave analysis -- Fibrillatory wave amplitude -- Fibrillatory wave rate -- Reproducibility over time -- Suitable lead sets for AF analysis -- Vector analysis -- Limitations of AF analysis -- Conclusions -- Bibliography -- Atrial activity extraction from the ECG -- Leif Sörnmo, Martin Stridh, and José Joaquín Rieta -- Introduction -- Average beat subtraction and variants -- Spatiotemporal QRST cancellation -- TQ-based fibrillation signal -- Separate QRS complex and T wave cancellation -- Single-beat cancellation -- Principal component analysis -- Single-lead analysis -- Multi-lead analysis -- Independent component analysis -- Model and methods -- Application to ECG signals -- Performance evaluation -- Simulation models -- Performance measures -- Conclusions -- Bibliography -- Time-frequency analysis of atrial fibrillation -- Frida Sandberg, Martin Stridh, and Leif Sörnmo -- Introduction -- Time-frequency distributions -- The Wigner-Ville distribution -- The Cross Wigner-Ville distribution -- The spectral profile method -- Robust spectral estimation -- Spectral profile validity -- Spectral modeling with Gaussian functions -- Hidden Markov model -- Conclusions -- Bibliography
Dimensions
unknown
Extent
1 electronic text (xvii, 102 p. : ill.)
File format
multiple file formats
Form of item
electronic
Governing access note
Abstract freely available; full-text restricted to subscribers or individual document purchasers
Isbn
9781598292961
Isbn Type
(pbk.)
Other control number
10.2200/S00152ED1V01Y200809BME024
Other physical details
digital file.
Reformatting quality
access
Specific material designation
remote
System control number
  • 3179965-01okla_normanlaw
  • (SIRSI)3179965
  • (Sirsi) i9781598292978
  • (CaBNvSL)gtp00532335
  • (OCoLC)299803441
System details
  • Mode of access: World Wide Web
  • System requirements: Adobe Acrobat reader

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