ECG Signal Processing, Classification and Interpretation : A Comprehensive Framework of Computational Intelligence

Language: English

Published by Springer, 2011

0857298674 / 9780857298676

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - Electrocardiogram (ECG) signals are among the more important sources of diagnostic information in healthcare so improvements in their analysis may also have telling consequences. Both the underlying signal technology and a burgeoning variety of algorithms and systems developments have proved successful targets for recent rapid advances in research.ECG Signal Processing, Classification and Interpretation shows how the various paradigms of computational intelligence, employed either singly or in combination, can produce an effective structure for obtaining often vital information from ECG signals. Neural networks do well at capturing the nonlinear nature of the signals, information granules such as fuzzy sets help to confer interpretability on the data and evolutionary optimization may be critical in supporting the structural development of ECG classifiers and models.The contributors address concepts, methodology, algorithms, and case studies and applications using computational intelligence as a conceptually appealing and practically sound technology for ECG signal processing. The text is self-contained, providing the reader with the necessary background augmented with step-by-step explanation of the more advanced concepts. It is structured in three parts: Part I covers the fundamental ideas of computational intelligence together with the relevant principles of data acquisition, morphology and use in diagnosis; Part II deals with techniques and models of computational intelligence that are suitable for signal processing; and Part III details ECG system-diagnostic interpretation and knowledge acquisition architectures.A wealth of carefully organized illustrative material is included: brief numerical experiments; detailed schemes, exercises and more advanced problems.ECG Signal Processing, Classification and Interpretation will appeal to engineers working in the field of medical equipment and to researchers investigating biomedical signal processing, bioinformatics, computational intelligence and its applications, bioengineering and instrumentation. The three-part structure also makes the book a useful reference source for graduate students in these disciplines.

Seller Inventory # 9780857298676

Title
ECG Signal Processing, Classification and Interpretation : A Comprehensive Framework of Computational Intelligence
Author
Adam Gacek
Publisher
Springer
Publication year
2011
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0857298674
ISBN 13
9780857298676
Item weight
600 grams
Dimensions
241x160x21 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

Shipping rates from Germany to U.S.A.

Item5 to 7 business days7 to 10 business days
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