Advanced Methods and Tools for ECG Data Analysis
Author(s)
Bibliographic Information
Advanced Methods and Tools for ECG Data Analysis
Artech House, c2006
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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.
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