Выдержка
We consider the problem of finding concentrations of molecular gases in the models of exhaled air samples in terms of their absorption spectra. We introduce model spectra describing the exhaled air samples as linear combinations of the absorption spectra of individual molecular gases with given coefficients. The absorption spectra are calculated on the basis of the database HITRAN. The concentrations are determined using Principal Component Analysis and Canonical Correlation Analysis.
| Язык оригинала | Английский |
|---|---|
| Название основной публикации | International Conference on Atomic and Molecular Pulsed Lasers XII |
| Издатель | SPIE |
| Том | 9810 |
| ISBN (электронное издание) | 9781510600515 |
| DOI | |
| Состояние | Опубликовано - 2015 |
| Опубликовано для внешнего пользования | Да |
| Событие | International Conference on Atomic and Molecular Pulsed Lasers XII - Tomsk, Российская Федерация Продолжительность: 13 сен 2015 → 18 сен 2015 |
Конференция
| Конференция | International Conference on Atomic and Molecular Pulsed Lasers XII |
|---|---|
| Страна | Российская Федерация |
| Город | Tomsk |
| Период | 13.9.15 → 18.9.15 |
Отпечаток
ASJC Scopus subject areas
- Applied Mathematics
- Computer Science Applications
- Electrical and Electronic Engineering
- Electronic, Optical and Magnetic Materials
- Condensed Matter Physics
Цитировать
Determination of component concentrations in models of exhaled air samples using principal component analysis and canonical correlation analysis. / Kistenev, Yu V.; Borisov, A. V.; Shapovalov, A. V.
International Conference on Atomic and Molecular Pulsed Lasers XII. Том 9810 SPIE, 2015. 98101Z.Результат исследований: Материалы для книги/типы отчетов › Материалы для конференции
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TY - GEN
T1 - Determination of component concentrations in models of exhaled air samples using principal component analysis and canonical correlation analysis
AU - Kistenev, Yu V.
AU - Borisov, A. V.
AU - Shapovalov, A. V.
PY - 2015
Y1 - 2015
N2 - We consider the problem of finding concentrations of molecular gases in the models of exhaled air samples in terms of their absorption spectra. We introduce model spectra describing the exhaled air samples as linear combinations of the absorption spectra of individual molecular gases with given coefficients. The absorption spectra are calculated on the basis of the database HITRAN. The concentrations are determined using Principal Component Analysis and Canonical Correlation Analysis.
AB - We consider the problem of finding concentrations of molecular gases in the models of exhaled air samples in terms of their absorption spectra. We introduce model spectra describing the exhaled air samples as linear combinations of the absorption spectra of individual molecular gases with given coefficients. The absorption spectra are calculated on the basis of the database HITRAN. The concentrations are determined using Principal Component Analysis and Canonical Correlation Analysis.
KW - Canonical Correlation Analysis
KW - Exhaled air
KW - Principal Component Analysis
KW - pulmonary diseases
UR - http://www.scopus.com/inward/record.url?scp=84958019956&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84958019956&partnerID=8YFLogxK
U2 - 10.1117/12.2225575
DO - 10.1117/12.2225575
M3 - Conference contribution
AN - SCOPUS:84958019956
VL - 9810
BT - International Conference on Atomic and Molecular Pulsed Lasers XII
PB - SPIE
ER -