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portada ECG Signal Processing, Classification and Interpretation: A Comprehensive Framework of Computational Intelligence
Type
Physical Book
Publisher
Author
Language
English
Pages
278
Format
Paperback
Dimensions
23.4 x 15.6 x 1.5 cm
Weight
0.41 kg.
ISBN13
9781447159209
Categories

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

Gacek, Adam ; Pedrycz, Witold (Author) · Springer · Paperback

ECG Signal Processing, Classification and Interpretation: A Comprehensive Framework of Computational Intelligence - Gacek, Adam ; Pedrycz, Witold

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

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.

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