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http://hdl.handle.net/123456789/7369
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| Title: | Classification of heart valve diseases using correlation analysis |
| Authors: | Mohd Zubir, Suboh
Mohd Yusoff, Mashor
Abdul Rahman, Mohd Saad
M.S., Mohamed |
| E-mail: | yusoff@unimap.edu.my |
| Keywords: | Classification
Correlation analysis
Frequency domain analysis
Heart sound
Acoustic signal processing
Signal classification
Cardiology |
| Issue Date: | 12-Nov-2008 |
| Publisher: | Institute of Electrical and Electronics Engineering (IEEE) |
| Citation: | p.173-176 |
| Series/Report no.: | Proceedings of the 5th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE 2008) |
| Abstract: | As a subjective and qualitative method, heart sound auscultation has it's inherit limitations. In this paper, we present an analytical perspective on heart sound auscultation and explain how to classify heart diseases using correlation analysis which is done in frequency domain. Abnormal heart sounds taken from a heart sound simulator is being cross correlated with normal heart sound to get different pattern of graph plot for each abnormality. Seven different heart valve diseases were classified with the aid of artificial neural network system. All tested data was classified correctly to their classes. It is conclude that this study is a simple and effective way to classify heart valve disorder based on heart sounds. |
| Description: | Link to publisher's homepage at http://ieeexplore.ieee.org |
| URI: | http://ieeexplore.ieee.org/xpls/abs_all.jsp?=&arnumber=4723402
http://hdl.handle.net/123456789/7369 |
| ISBN: | 978-1-4244-2498-6 |
| Appears in Collections: | Mohd Yusoff Mashor, Prof. Dr.
Conference Papers
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