Non-targeted UHPLC-MS metabolomic data processing methods: a comparative investigation of normalisation, missing value imputation, transformation and scaling

INTRODUCTION: The generic metabolomics data processing workflow is constructed with a serial set of processes including peak picking, quality assurance, normalisation, missing value imputation, transformation and scaling. The combination of these processes should present the experimental data in an...

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Detalhes bibliográficos
Publicado no:Metabolomics
Main Authors: Di Guida, Riccardo, Engel, Jasper, Allwood, J. William, Weber, Ralf J. M., Jones, Martin R., Sommer, Ulf, Viant, Mark R., Dunn, Warwick B.
Formato: Artigo
Idioma:Inglês
Publicado em: Springer US 2016
Assuntos:
Original Article
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4831991/
https://ncbi.nlm.nih.gov/pubmed/27123000
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11306-016-1030-9
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