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ECG Signal Processing, Classification and Interpretation

A Comprehensive Framework of Computational Intelligence
Sofort lieferbar | Lieferzeit: Sofort lieferbar I
ISBN-13:
9780857298683
Veröffentl:
2011
Seiten:
278
Autor:
Adam Gacek
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:

Electrocardiogram (ECG) signals are among the most 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.
Part I: Introduction.- Introduction to ECG Signal Processing.- Fuzzy Sets: A Primer.- Neural Networks and Neurocomputing.- Evolutionary and Population-based Optimization.- Part II: Techniques and Models of Computational Intelligence for ECG Signal Analysis and Classification.- Neurocomputing in ECG Signal Classification.- Knowledge-based Representation and Processing of ECG Signals: A Fuzzy Set Approach.- Evolutionary Optimization of ECG Signal Analysis and Classification.- Granular Models of ECG Signal Analysis and Their Refinements and Abstractions.- Hybrid Architectures of ECG Analyzers and Classifiers. Part III: Computational-intelligence-based ECG System Diagnostic, Interpretation and Knowledge Acquisition Architectures.- Diagnostic ECG Systems and Computational Intelligence: Development Issues.- Interpretation of ECG Signals: A Systems Approach.- Knowledge Representation and ECG Diagnostic and Interpretation Systems.

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