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

Haider Imtiaz, Masudul

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

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

Reseña del editor

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.

Biografía del autor

Masudul Haider Imtiaz has received M.Sc'2009 and B.Sc. Hons'2008 from the Dept. of Applied Physics, Electronics & Communication Eng, University of Dhaka, Bangladesh. He is currently employed as a Lecturer in the Dept of ECE of the Institute of Science and Technology (IST), affiliated Inst. of National University, Bangladesh since September, 2012.

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Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2013
Idioma
Inglés
ISBN 10 
3659267864
ISBN 13 
9783659267864
Encuadernación
Tapa blanda
Número de páginas
84
Contacto del fabricante
no disponible
Persona responsable
no disponible