DocumentCode
1670843
Title
Carbon Dioxide Measurement from Breath Gas Using Blind Source Separation
Author
Lee, Jongyoun ; Bai, Jing ; Kim, Inyoung
Author_Institution
Dept. of Biomed. Eng., Tsinghua Univ., Beijing
fYear
2008
Firstpage
2080
Lastpage
2082
Abstract
There are many approaches which use breath gas to diagnose disease such as lung cancer, breast cancer and diabetes. But, it has not been used in medical field because of low accuracy by low concentration of target component (ppt, ppb level). According to previous study, end-tidal concentrations of volatile organic component (VOC) correlated with carbon dioxide (CO2) levels. So, we propose CO2 measurement method from breath gas using blind source separation. To verify feasibility of my approach, we measured 132 samples from 10 persons (Age 22~36, 6 males, 4 females) and calculate standard deviation of measured signal and source signal. At the 0.05 level, the difference of the standard deviations is significantly different (p=0.001). According to this result, it shows our approach is applicable to measure CO2 from mixed breath gas. And, it enables to measure VOC using breath gas.
Keywords
biology computing; biomedical measurement; blind source separation; medical signal processing; pneumodynamics; blind source separation; breast cancer; breath gas; carbon dioxide measurement; diabetes; disease; lung cancer; source signal; volatile organic component; Biomedical engineering; Biomedical measurements; Blind source separation; Blood; Cancer; Carbon dioxide; Diabetes; Gases; Lungs; Mouth;
fLanguage
English
Publisher
ieee
Conference_Titel
Bioinformatics and Biomedical Engineering, 2008. ICBBE 2008. The 2nd International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-1747-6
Electronic_ISBN
978-1-4244-1748-3
Type
conf
DOI
10.1109/ICBBE.2008.849
Filename
4535729
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