WAVELET ANALYSIS OF VOLUNTARY COUGH SOUND IN PATIENTS WITH RESPIRATORY DISEASES

被引:0
|
作者
Knocikova, J. [1 ]
Korpas, J. [2 ]
Vrabec, M. [2 ]
Javorka, M. [3 ]
机构
[1] Comenius Univ, Inst Med Biophys, Jessenius Fac Med, Martin 03754, Slovakia
[2] Comenius Univ, Inst Pathol Physiol, Jessenius Fac Med, Martin 03754, Slovakia
[3] Comenius Univ, Inst Physiol, Jessenius Fac Med, Martin 03754, Slovakia
来源
JOURNAL OF PHYSIOLOGY AND PHARMACOLOGY | 2008年 / 59卷
关键词
asthma; chronic obstructive pulmonary disease; cough; sound analysis; wavelet transform;
D O I
暂无
中图分类号
Q4 [生理学];
学科分类号
071003 ;
摘要
Changes in I the characteristics of the cough sound may refer to some specific pathological processes and their evolution. In this pilot study we analyzed voluntary cough sound properties in subjects with asthma bronchiale (AB) and chronic obstructive pulmonary disease (COPD) and discriminated them from the control cough sound in healthy subjects. The wavelet transform was used due to a nonstationarity of cough sound recordings. The duration of cough sound was longer during pathological conditions. The longest duration and the highest power of the cough sound were found in COPD. In AB patients, higher frequencies were detected compared with chronic bronchitis and the power of cough sound was shifted to a higher frequency range compared with control coughs. Cough sounds were classified using discriminant analysis with a correct classification rate of about 85-90 %. The method of cough analysis enables an objective quantification of voluntary cough sound with a useful diagnostic and prognostic value.
引用
收藏
页码:331 / 340
页数:10
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