Heart sounds classification using feature extraction based on wavelet transformation and neural network

被引：0
|
作者：
Tayel, Mazhar B. [1 ]
El-Bouridy, Mohamed E. [1 ]
机构：
[1] Alexandria Univ, Fac Engn, Dept Elect Engn, Alexandria, Egypt
来源：
WMSCI 2006: 10TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL V, PROCEEDINGS | 2006年
关键词：
batches; feature; variance; wavelet decomposition; classifier;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
This paper, presents a new intelligent diagnosis system using artificial neural network based on feature extraction from the wavelet decomposition of are the recorded heart sound. Batches of artificial neural network used as classifier for heart sounds. The introduced classifier improves the classification result accuracy up to 88%.
引用
收藏
页码：68 / 70
页数：3
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