Qualitative and Quantitative Analysis of Volatile Molecular Biomarkers in Breath Using THz-IR Spectroscopy and Machine Learning

Qualitative and Quantitative Analysis of Volatile Molecular Biomarkers in Breath Using THz-IR Spectroscopy and Machine Learning

Exhaled air contains volatile molecular compounds of endogenous origin, being products of current metabolic pathways. It can be used for medical express diagnostics through control of these compounds in the patient’s breath using molecular absorption spectroscopy. The fundamental problem in this fie...

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Bibliographic Details
Main Authors: Akim Tretyakov, Denis Vrazhnov, Alexander Shkurinov, Viacheslav Zasedatel, Yury Kistenev
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
IR spectroscopy
THz spectroscopy
machine learning
gas mixture analysis
qualitative analysis
quantitative analysis
Online Access:https://www.mdpi.com/2076-3417/14/24/11521
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