Advanced Methods and Tools for ECG Data Analysis

Author(s)

    • Clifford, Gari D.
    • Azuaje, Francisco
    • McSharry, Patrick E.

Bibliographic Information

Advanced Methods and Tools for ECG Data Analysis

edited by Gari D. Clifford, Francisco Azuaje, and Patrick E. McSharry

Artech House, c2006

Available at  / 6 libraries

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Note

Includes bibliographical references and index

Description and Table of Contents

Description

Here's a cutting-edge, practical book that offers you a thorough understanding of state-of-the-art techniques for electrocardiogram (ECG) data analysis. Placing emphasis on the selection, modeling, classification, and interpretation of data based on advanced signal processing and artificial intelligence techniques, the book helps you design, implement, and evaluate software systems used for the analysis of ECG and related data.

Table of Contents

Preface. Introduction. Mathematical Characterization of the ECG and Its Contaminants. Filtering, Compression, Decompression, and Interpolation. Feature Extraction. Supervised and Unsupervised Classification. Visualization Methods, Knowledge Management and Emerging Methods.

by "Nielsen BookData"

Details

  • NCID
    BA80539422
  • ISBN
    • 1580539661
  • Country Code
    us
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    Boston
  • Pages/Volumes
    xv, 384 p.
  • Size
    26 cm
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