Advanced Methods and Tools for ECG Data Analysis: Engineering in Medicine & Biology
Autor Gari D. Clifford, Francisco Azuaje, Patrick E. McSharryen Limba Engleză Hardback – 31 aug 2006
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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
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.