Optimization of Imputation Strategies for High-Resolution Gas Chromatography–Mass Spectrometry (HR GC–MS) Metabolomics Data

Optimization of Imputation Strategies for High-Resolution Gas Chromatography–Mass Spectrometry (HR GC–MS) Metabolomics Data

Gas chromatography–coupled mass spectrometry (GC–MS) has been used in biomedical research to analyze volatile, non-polar, and polar metabolites in a wide array of sample types. Despite advances in technology, missing values are still common in metabolomics datasets and must be properly handled. We e...

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Bibliographic Details
Main Authors: Isaac Ampong, Kip D. Zimmerman, Peter W. Nathanielsz, Laura A. Cox, Michael Olivier
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Metabolites
Subjects:
metabolomics
HR GC–MS
imputation missing values
Online Access:https://www.mdpi.com/2218-1989/12/5/429

Internet

https://www.mdpi.com/2218-1989/12/5/429

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