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Improving peak detection in high-resolution LC/MS metabolomics data using preexisting knowledge and machine learning approach

Motivation: Peak detection is a key step in the preprocessing of untargeted metabolomics data generated from high-resolution liquid chromatography-mass spectrometry (LC/MS). The common practice is to use filters with predetermined parameters to select peaks in the LC/MS profile. This rigid approach...

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Bibliografische gegevens
Hoofdauteurs: Yu, Tianwei, Jones, Dean P.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Oxford University Press 2014
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4184266/
https://ncbi.nlm.nih.gov/pubmed/25005748
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btu430
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