Mr. Pavel P. Demkin Profile

Pavel P. Demkin

at Bauman Moscow State Technical Univ

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Author

Publications (4)

Proceedings Article | 4 May 2021 Paper

Experimental setup and method for human breath analysis for the primary diagnosis of diseases

Anastasia Scherbakova, Dmitriy Anfimov, Igor Golyak, Elisabeth Kareva, Andrei Morozov, Pavel Demkin, Igor Fufurin

Proceedings Volume 11845, 118450S (2021) https://doi.org/10.1117/12.2591085

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Proceedings Article | 4 May 2021 Paper

Spectral analysis of human exhaled breath for early diagnosis of diseases using different machine learning methods

Igor Golyak, Igor Fufurin, Elizaveta Kareva, Dmitriy Anfimov, Anastasiya Scherbakova, Andrey Morozov, Pavel Demkin

Proceedings Volume 11845, 118450R (2021) https://doi.org/10.1117/12.2590835

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SPIE Journal Paper | 2 March 2021

Numerical techniques for infrared spectra analysis of organic and inorganic volatile compounds for biomedical applications

Igor Fufurin, Dmitriy Anfimov, Elizaveta Kareva, Anastasia Scherbakova, Pavel Demkin, Andrey Morozov, Igor Golyak

OE, Vol. 60, Issue 08, 082016, (March 2021) https://doi.org/10.1117/12.10.1117/1.OE.60.8.082016

KEYWORDS: Machine learning, Signal to noise ratio, Neural networks, Infrared radiation, Quantum cascade lasers, Principal component analysis, Optical engineering, Biological research, Bioalcohols, Spectroscopy

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Proceedings Article | 10 October 2020 Presentation + Paper

Machine learning applications for spectral analysis of human exhaled breath for early diagnosis of diseases

Igor Fufurin, Igor Golyak, Dmitriy Anfimov, Anastasiya Tabalina, Elizaveta Kareva, Andrey Morozov, Pavel Demkin

Proceedings Volume 11553, 115531G (2020) https://doi.org/10.1117/12.2584043

KEYWORDS: Machine learning, Spectroscopy, Imaging spectroscopy, Signal detection, Quantum cascade lasers, Neural networks, Unmanned aerial vehicles, Statistical methods, Principal component analysis, Optical tracking

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