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Machine Learning of Serum Metabolic Patterns Encodes Asymptomatic SARS-CoV-2 InfectionChemistry Published on 2021-10-012022-10-31 Journal: Frontiers in Chemistry [Category] COVID-19, [키워드] Algorithm approach Asymptomatic Asymptomatic COVID-19 Biomarker country COVID-19 COVID-19 outbreak demonstrated detect Diagnosis False positive healthy control high accuracy lack large cohort Lipid lipids machine learning MALDI-MS metabolic metabolic pathway metabolism metabolite pattern provided qRT-PCR Quantitative reagents resource reverse transcription PCR SARS-CoV-2 SARS-COV-2 infection serum Spread the SARS-CoV-2 time-consuming [DOI] 10.3389/fchem.2021.746134 PMC 바로가기 [Article Type] Chemistry
Improved MALDI-MS method for the highly sensitive and reproducible detection of biomarker peaks for the proteotyping of Salmonella serotypesarticle Published on 2019-12-312024-09-01 Journal: Journal of Mass Spectrometry [Category] 살모넬라증, [키워드] Biomarkers MALDI-MS proteotyping Salmonella serotype [Article Type] article