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Advanced Methods and Tools for ECG Data Analysis: Engineering in Medicine & Biology

Autor Gari D. Clifford, Francisco Azuaje, Patrick E. McSharry
en Limba Engleză Hardback – 31 aug 2006
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.
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Specificații

ISBN-13: 9781580539661
ISBN-10: 1580539661
Pagini: 384
Dimensiuni: 185 x 260 x 25 mm
Greutate: 0.87 kg
Editura: Artech House Publishers
Seria Engineering in Medicine & Biology

Locul publicării:United Kingdom

Cuprins

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.

Descriere

This practical book is the first one-stop resource to offer a thorough, up-to-date treatment of the techniques and methods used in electrocardiogram (ECG) data analysis, from fundamental principles to the latest tools in the field. The book places emphasis on the selection, modeling, classification, and interpretation of data based on advanced signal processing and artificial intelligence techniques.