Classification of patients with broncho-pulmonary diseases based on analysis of absorption spectra of exhaled air samples with SVM and neural network algorithm application

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 spectroscopy method and intellectual data analysis ones (Principal Component Analysis, Support vecto...

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Bibliographic Details

Published in:	Proceedings of SPIE Vol. 10035 : 22nd International Symposium Atmospheric and Ocean Optics: Atmospheric Physics, 30 June - 03 July 2016, Tomsk, Russian Federation. P. 1003507-1-1003507-8
Other Authors:	Kistenev, Yury V., Vrazhnov, Denis A., Borisov, Alexey V. 1980-, Kuzmin, Dmitry A.
Format:	Article
Language:	English
Subjects:	бронхолегочные заболевания спектры поглощения выдыхаемого воздуха фотоакустическая спектроскопия лазерная спектроскопия статьи в журналах
Online Access:	http://vital.lib.tsu.ru/vital/access/manager/Repository/vtls:000563322 Перейти в каталог НБ ТГУ