DocumentCode
3134364
Title
A Study of Heart Sound and Lung Sound Separation by Independent Component Analysis Technique
Author
Chien, Jen-Chien ; Huang, Ming-Chuan ; Lin, Yue-Der ; Chong, Fokching
Author_Institution
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei
fYear
2006
fDate
Aug. 30 2006-Sept. 3 2006
Firstpage
5708
Lastpage
5711
Abstract
In the hospital, using percussion and auscultation are the most common ways for physical examination. Recently, in order to develop tele-medicine and home care system and to assist physician getting better auscultation results; electric stethoscope and computer analysis have become an inevitable trend. However, two important physical signals heart sound and lung sound recorded from chest overlap on spectrum chart. Therefore, in order to reduce human factor (ex. misplace or untrained of using) and minimize correlated effect in computer analysis; it´s necessary for separated heart sound and lung sound. Independent component analysis can divide these sounds efficiency. In this paper, we use two microphones to collect signals from left and right chest. We have successfully divide heart and lung sounds by fast ICA algorithm. Therefore, it can assist physician examine and also using on tele-medicine and home care by this way
Keywords
bioacoustics; biomedical equipment; cardiology; health care; independent component analysis; lung; medical signal processing; source separation; telemedicine; auscultation; computer analysis; computer sound card; electric stethoscope; fast ICA algorithm; heart sound; home care system; independent component analysis technique; lung sound; microphones; percussion; physical signals; source separation; spectrum chart; telemedicine; Chebyshev approximation; Equations; Heart; Hospitals; Independent component analysis; Lungs; Microphones; Principal component analysis; Stethoscope; Telemedicine; Auscultation; Heart sound; Independent Component Analysis; Lung sound;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location
New York, NY
ISSN
1557-170X
Print_ISBN
1-4244-0032-5
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2006.260223
Filename
4463102
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