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The classification of the patients with pulmonary diseases using breath air samples spectral analysis Y. V. Kistenev, A. V. Borisov, D. A. Kuzmin, A. A. Bulanova
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ArticleSubject(s): выдыхаемый воздух | легочные заболевания | спектральный анализGenre/Form: статьи в журналах Online resources: Click here to access online
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AIP Conference Proceedings Vol. 1760. P. 020028-1-020028-5Abstract: Technique of exhaled breath sampling is discussed. The procedure of wavelength auto-calibration is proposed and tested. Comparison of the experimental data with the model absorption spectra of 5% CO2 is conducted. The classification results of three study groups obtained by using support vector machine and principal component analysis methods are presented.
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Technique of exhaled breath sampling is discussed. The procedure of wavelength auto-calibration is proposed and tested. Comparison of the experimental data with the model absorption spectra of 5% CO2 is conducted. The classification results of three study groups obtained by using support vector machine and principal component analysis methods are presented.
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