Abstract
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.
Original language | English |
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Title of host publication | International Conference on Atomic and Molecular Pulsed Lasers XII |
Publisher | SPIE |
Volume | 9810 |
ISBN (Electronic) | 9781510600515 |
DOIs | |
Publication status | Published - 2015 |
Externally published | Yes |
Event | International Conference on Atomic and Molecular Pulsed Lasers XII - Tomsk, Russian Federation Duration: 13 Sep 2015 → 18 Sep 2015 |
Conference
Conference | International Conference on Atomic and Molecular Pulsed Lasers XII |
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Country | Russian Federation |
City | Tomsk |
Period | 13.9.15 → 18.9.15 |
Keywords
- Canonical Correlation Analysis
- Exhaled air
- Principal Component Analysis
- pulmonary diseases
ASJC Scopus subject areas
- Applied Mathematics
- Computer Science Applications
- Electrical and Electronic Engineering
- Electronic, Optical and Magnetic Materials
- Condensed Matter Physics