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ECG Signal Processing, Classification and Interpretation

ECG Signal Processing, Classification and Interpretation

A Comprehensive Framework of Computational Intelligence

by Adam Gacek and Witold Pedrycz
Paperback
Publication Date: 02/12/2014
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The book 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. The text is self-contained, addressing concepts, methodology, algorithms, and case studies and applications, 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. Illustrative material includes: brief numerical experiments; detailed schemes, exercises and more advanced problems.
ISBN:
9781447159209
9781447159209
Category:
Biomedical engineering
Format:
Paperback
Publication Date:
02-12-2014
Publisher:
Springer London Ltd
Country of origin:
United Kingdom
Pages:
278
Dimensions (mm):
235x155x15mm
Weight:
0.44kg

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