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

Masudul Haider Imtiaz

ISBN 10: 3659267864 / ISBN 13: 9783659267864

Published by LAP Lambert Academic Publishing, 2013

About this Item

Design and Implementation of a AED System Using Multi-resolution WT | A new Approach for ECG Medical Software Development | Masudul Haider Imtiaz | Taschenbuch | Englisch | LAP Lambert Academic Publishing | EAN 9783659267864 | Verantwortliche Person für die EU: LAP Lambert Academic Publishing, Brivibas Gatve 197, 1039 RIGA, LETTLAND, customerservice[at]vdm-vsg[dot]de | Anbieter: preigu.

Seller Inventory # 106089099

Bibliographic Details

• Title: Design and Implementation of a AED System Using Multi-resolution WT | A new Approach for ECG Medical Software Development
• Publisher: LAP Lambert Academic Publishing
• Publication Date: 2013
• Language: English
• ISBN 10: 3659267864
• ISBN 13: 9783659267864
• Binding: Taschenbuch
• Condition: Neu
• Dimensions: 5W x 150H x 220D millimeters 5 millimeters width by 150 millimeters height by 220 millimeters depth
• Weight: 129 grams
• Seller catalogs:
  • Bücher

About this title

Synopsis

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.

About the Author

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.