Literature DB >> 17945913

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

Jen-Chien Chien1, Ming-Chuan Huang, Yue-Der Lin, Fok-ching Chong.   

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.

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Year:  2006        PMID: 17945913     DOI: 10.1109/IEMBS.2006.260223

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

1.  Development of an Electronic Stethoscope and a Classification Algorithm for Cardiopulmonary Sounds.

Authors:  Yu-Chi Wu; Chin-Chuan Han; Chao-Shu Chang; Fu-Lin Chang; Shi-Feng Chen; Tsu-Yi Shieh; Hsian-Min Chen; Jin-Yuan Lin
Journal:  Sensors (Basel)       Date:  2022-06-03       Impact factor: 3.847

2.  Performance evaluation of heart sound cancellation in FPGA hardware implementation for electronic stethoscope.

Authors:  Chun-Tang Chao; Nopadon Maneetien; Chi-Jo Wang; Juing-Shian Chiou
Journal:  ScientificWorldJournal       Date:  2014-03-25
  2 in total

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