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Design and Implementation of a AED System Using Multi-resolution WT: A new Approach for ECG Medical Software Development - Softcover

Haider Imtiaz, Masudul

 
9783659267864: Design and Implementation of a AED System Using Multi-resolution WT: A new Approach for ECG Medical Software Development
Softcover
ISBN 10: 3659267864 ISBN 13: 9783659267864
Verlag: LAP LAMBERT Academic Publishing, 2013

Inhaltsangabe

Automated ECG diagnosis (AED) & classification is essential to the timely diagnosis of potentially lethal heart conditions in clinical settings. In noisy environment, ECG feature extraction problem with considerable accuracy still remains open for research. Although, Wavelet Transform (WT) has been proved to be more prominent approach than other conventional detection algorithms, but much abstruse to implement in commercial medical software. To reduce this implementation complexity, in this work, a combination of DWT and FFT-IFFT pair is proposed with Adaptive thresholding technique. MATLAB analysis supports this preprocessing and automatic detection idea in terms of accuracy. A software implementation of this AED system is presented here in .net framework which can be interfaced with any commercial ECG machine only by changing some parameters.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
3659267864
ISBN 13 
9783659267864
Einband
Taschenbuch
Anzahl der Seiten
84
Kontakt zum Hersteller
VDM Verlag Dr. Müller
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland