A study of heart sound and lung sound separation by independent component analysis technique.

Conf Proc IEEE Eng Med Biol Soc

Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan, ROC.

Published: March 2008

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.

Download full-text PDF

Source
http://dx.doi.org/10.1109/IEMBS.2006.260223DOI Listing

Publication Analysis

Top Keywords

heart sound
12
sound lung
12
lung sound
12
independent component
8
component analysis
8
tele-medicine care
8
assist physician
8
computer analysis
8
sound
6
study heart
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!