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Variable Selection in Untargeted Metabolomics and the Danger of Sparsity

The goal of metabolomics is to measure as many metabolites as possible in order to capture biomarkers that may indicate disease mechanisms. Variable selection in chemometric methods can be divided into the following two groups: (1) sparse methods that find the minimal set of variables to discriminat...

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Bibliografski detalji
Izdano u:Metabolites
Glavni autori: Tinnevelt, Gerjen H., Engelke, Udo F.H., Wevers, Ron A., Veenhuis, Stefanie, Willemsen, Michel A., Coene, Karlien L.M., Kulkarni, Purva, Jansen, Jeroen J.
Format: Artigo
Jezik:Inglês
Izdano: MDPI 2020
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7698561/
https://ncbi.nlm.nih.gov/pubmed/33213095
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/metabo10110470
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