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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...
Autores principales: | Skarysz, Angelika, Salman, Dahlia, Eddleston, Michael, Sykora, Martin, Hunsicker, Eugénie, Nailon, William H., Darnley, Kareen, McLaren, Duncan B., Thomas, C. L. Paul, Soltoggio, Andrea |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9004778/ https://www.ncbi.nlm.nih.gov/pubmed/35413057 http://dx.doi.org/10.1371/journal.pone.0265399 |
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