Saidi, T. and Welearegay, T.G. and Zaim, O. and Leon, O.G. and Ionescu, R. and El Bari, N. and Bouchikhi, B. (2017) Ability of discrimination of breath from smoker and non-smoker volunteers by using an electronic nose based on WO3 nanowires and SnO2 sensors. In: UNSPECIFIED.

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Official URL: https://www.scopus.com/inward/record.uri?eid=2-s2....

Abstract

Volatile organic compounds (VOCs) emanating from human breath could be used as non-invasive biomarkers of specific health states. Electronic nose technology has been emerged as new method to analyze human breath and produce specific VOCs patterns. The aim of this study was to test the feasibility of two sensor arrays to differentiate smoker's and non-smoker's breath. The first sensor array contains six MQ sensors based on SnO2, while the second one comprised six interdigitated sensors based on metal-functionalized WO3 nanowires prepared by aerosol assisted chemical vapor deposition (AACVD). Breath samples were collected in duplicate from 32 volunteers. Principal component analysis (PCA) and Support Vector Machines (SVMs) show that WO3 sensor array gives further accuracy results than SnO2 sensors regarding the discrimination among three clusters related to smokers, non-smokers and room air samples. This study provides more evidence that device based on WO3 could be useful tool for breath pattern screening. © 2017 IEEE.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Uncontrolled Keywords: Chemical vapor deposition; Nanowires; Principal component analysis; Support vector machines; Volatile organic compounds, Aerosol assisted chemical vapor depositions (AACVD); Breath analysis; Chemometrics; Functionalized; Pattern screening; Smoking discrimination; SnO2 sensor; Support vector machine (SVMs), Electronic nose
Subjects: Chemical Engineering
Divisions: SCIENTIFIC PRODUCTION > Chemical Engineering
Depositing User: Administrateur Eprints Administrateur Eprints
Last Modified: 31 Jan 2020 15:44
URI: http://eprints.umi.ac.ma/id/eprint/1716

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