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Fast and automated biomarker detection in breath samples with machine learning

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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Detalhes bibliográficos
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
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science (PLoS) 2022-01-01
Colecção:PLoS ONE
Acesso em linha:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9004778/?tool=EBI
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