Электронная библиотека (репозиторий) Томского государственного университета

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Add   Classification of patients with broncho-pulmonary diseases based on analysis of absorption spectra of exhaled air samples with SVM and neural network algorithm application
Authors: Kistenev, Yury V. | Vrazhnov, D. A. | Borisov, Alexey V. | Kuzmin, D. A.
Source: Proceedings of SPIE. 2016. Vol. 10035 : 22nd International Symposium Atmospheric and Ocean Optics: Atmospheric Physics, 30 June–03 July 2016, Tomsk, Russian Federation. P. 1003507-1-1003507-8
Type: статьи в журналах
Date: 2016
Description: In this work results of classification of patients with broncho-pulmonary diseases based on analysis of exhaled air samples are presented. These results obtained by application of laser photoacoustic ... More
Add   Kalman filtering in the problem of noise reduction in the absorption spectra of exhaled air
Authors: Kistenev, Yury V. | Vrazhnov, D. A. | Nikolaev, V. V. | Shapovalov, Alexander V.
Source: Proceedings of SPIE. 2016. Vol. 10035 : 22nd International Symposium Atmospheric and Ocean Optics: Atmospheric Physics, 30 June–03 July 2016, Tomsk, Russian Federation. P.100350A-1-100350A-6
Type: статьи в журналах
Date: 2016
Description: We examined possibilities of the Kalman filter for reducing the noise effects in the analysis of absorption spectra of gas samples, in particular, for samples of the exhaled air. It has been shown tha ... More
Add   Applications of laser spectroscopy and data mining methods for complex gas mixture analysis
Authors: Kistenev, Yury V. | Shapovalov, Alexander V. | Kuzmin, Dmitry A. | Vrazhnov, D. A. | Nikolaev, V. V. | Borisov, Alexey V.
Source: Atomic and Molecular Pulsed Lasers : 12 International Conference, September 14-18, 2015, Tomsk, Russia : abstracts. Tomsk, 2015. P. 130
Type: статьи в сборниках
Date: 2015
Add   Applications of principal component analysis to breath air absorption spectra profiles classification
Authors: Kistenev, Yury V. | Borisov, Alexey V. | Vrazhnov, D. A. | Nikolaev, V. V. | Nikiforova, Olga Yu. | Shapovalov, Alexander V.
Source: Proceedings of SPIE. 2015. Vol. 9810 : XII International Conference on Atomic and Molecular Pulsed Lasers, 13–18 September 2015, Tomsk, Russian Federation. P. 98101Y-1-98101Y-6
Type: статьи в журналах
Date: 2015
Description: 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 d ... More
Add   Comparison of classification methods used for analysis of complex biological gas mixtures by means of laser spectroscopy
Authors: Kistenev, Yury V. | Vrazhnov, D. A. | Nikolaev, V. V. | Nikiforova, Olga Yu. | Shapovalov, Alexander V.
Source: Proceedings of SPIE. 2015. Vol. 9680 : 21st International Symposium Atmospheric and Ocean Optics: Atmospheric Physics, June 22-26, 2015, Tomsk, Russian Federation. P. 968049-1-968049-5
Type: статьи в журналах
Date: 2015
Add   Solutions of nonlocal nonlinear diffusion equations in data filtering problems
Authors: Shapovalov, Alexander V. | Vrazhnov, D. A. | Nikolaev, V. V.
Source: AIP Conference Proceedings. 2015. Vol. 1688. P. 030016-1-030016-6
Type: статьи в журналах
Date: 2015
Add   Wavelet based de-noising of breath air absorption spectra profiles for improved classification by principal component analysis
Authors: Kistenev, Yury V. | Borisov, Alexey V. | Vrazhnov, D. A. | Nikolaev, V. V. | Nikiforova, Olga Yu. | Shapovalov, Alexander V.
Source: AIP Conference Proceedings. 2015. Vol. 1688. P. 030010-1-030010-5
Type: статьи в журналах
Date: 2015
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