Applications of principal component analysis to breath air absorption spectra profiles classification

Yu. V. Kistenev; A. V. Shapovalov; A. V. Borisov; D. A. Vrazhnov; V. V. Nikolaev; O. Yu. Nikiforova

doi:10.1117/12.2225565

15 December 2015 Applications of principal component analysis to breath air absorption spectra profiles classification

Yu. V. Kistenev, A. V. Shapovalov, A. V. Borisov, D. A. Vrazhnov, V. V. Nikolaev, O. Yu. Nikiforova

Proceedings Volume 9810, International Conference on Atomic and Molecular Pulsed Lasers XII; 98101Y (2015) https://doi.org/10.1117/12.2225565
Event: XII International Conference on Atomic and Molecular Pulsed Lasers, 2015, Tomsk, Russian Federation

Abstract

The results of numerical simulation of application principal component analysis to absorption spectra of breath air of patients with pulmonary diseases are presented. Various methods of experimental data preprocessing are analyzed.

Citation Download Citation

Yu. V. Kistenev, A. V. Shapovalov, A. V. Borisov, D. A. Vrazhnov, V. V. Nikolaev, and O. Yu. Nikiforova "Applications of principal component analysis to breath air absorption spectra profiles classification", Proc. SPIE 9810, International Conference on Atomic and Molecular Pulsed Lasers XII, 98101Y (15 December 2015); https://doi.org/10.1117/12.2225565

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