ECG Signal Processing, Classification and Interpretation

Released on by Adam Gacek
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  • ECG Signal Processing, Classification and Interpretation Book Detail

  • Author : Adam Gacek
  • Release Date : 2011-09-18
  • Publisher : Springer Science & Business Media
  • Genre : Technology & Engineering
  • Pages : 283
  • ISBN 13 : 0857298682
  • File Size : 72,72 MB
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ECG Signal Processing, Classification and Interpretation by Adam Gacek PDF Summary

Book Description: 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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