Article

Machine Learning Analysis of Volatolomic Profiles in Breath Can Identify Non-invasive Biomarkers of Liver Disease

2021-02-15

Abstract excerpt

Disease-related effects on hepatic metabolism can alter the composition of chemicals in the circulation and subsequently in breath. The presence of disease related alterations in exhaled volatile organic compounds (VOC) could provide a basis for non-invasive biomarkers of hepatic disease. This study examined the feasibility of combining global VOC (volatolomic) profiles from breath analysis and machine learning to...

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Literature Corpus work: d3a58612-6dab-5cf8-a420-c8eafaa94f6d
DOI: 10.21203/rs.3.rs-192281/v1

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