Fast and automated biomarker detection in breath samples with machine learning.

Fast and automated biomarker detection in breath samples with machine learning.

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Volatile organic compounds (VOCs) in human breath can reveal a large spectrum of health conditions and can be used for fast, accurate and non-invasive diagnostics. Gas chromatography-mass spectrometry (GC-MS) is used to measure VOCs, but its application is limited by expert-driven data analysis that...

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Bibliographic Details
Main Authors: Angelika Skarysz, Dahlia Salman, Michael Eddleston, Martin Sykora, Eugénie Hunsicker, William H Nailon, Kareen Darnley, Duncan B McLaren, C L Paul Thomas, Andrea Soltoggio
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0265399

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https://doi.org/10.1371/journal.pone.0265399

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