
Developments and Applications for ECG Signal Processing
Modeling, Segmentation, and Pattern Recognition
Description
Key Features
- Gives comprehensive coverage of ECG signal processing
- Presents development and parametrization techniques for ECG signal acquisition systems
- Analyzes and compares distortions caused by different digital filtering techniques for noise suppression applied over the ECG signal
- Describes how to identify if a digitized ECG signal presents irreversible distortion through analysis of its frequency components prior to, and after, filtering
- Considers how to enhance QRS complexes and differentiate these from artefacts, noise, and other characteristic waves under different scenarios
Readership
Researchers and postgraduate resarchers in electrical engineering and computing; researchers workong on digital processing and biological signals, artificial intelligence and pattern recognition; industry-based researchers developing microprocessable medical equipment (including electrical engineers, developers working on operating systems and diagnostic-aid software); cardiologists interested in pre-processing techniques for ECG signal feature extraction
Table of Contents
- 1. Classical and Modern Features for Interpretation of ECG signal
2. ECG signal acquisition systems
3. Techniques for noise suppression for ECG signal processing
4. The issue of QRS detection
5. Delineation of QRS complex: challenges for the development of widely applicable algorithms
6. Mathematical modelling of T-wave and P-wave: a robust alternative for detecting and delineating those waveforms.
7. The issue of automatic classification of heartbeats
Product details
- No. of pages: 210
- Language: English
- Copyright: © Academic Press 2018
- Published: November 29, 2018
- Imprint: Academic Press
- Paperback ISBN: 9780128140352
- eBook ISBN: 9780128140369
About the Editors
Joao Paulo do Vale Madeiro
Affiliations and Expertise
Paulo Cortez
Affiliations and Expertise
José Maria Da Silva Monteiro Filho
Affiliations and Expertise
Angelo Roncalli Alencar Brayner
Affiliations and Expertise
Ratings and Reviews
There are currently no reviews for "Developments and Applications for ECG Signal Processing"