Article

Machine Learning-Enabled Diagnosis of Viral Respiratory Infections from Exhaled Volatile Organic Compound Analysis

2025-12-25

Abstract excerpt

<title>Abstract</title> <p> <bold>Background:</bold> The sensitivity and specificity of current breath biomarkers are often inadequate for effective requisite sensitivity for early-stage detection, thereby ignore early-stage treatment in patient. <bold>Methods:</bold> In this study, we developed a screening model for viral respiratory infections based on the combination of portable GC-MS and an artificial int...

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Literature Corpus work: 5fb77e59-0df0-5129-b882-f3c260c1e599
DOI: 10.21203/rs.3.rs-8371812/v1

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