PLS-Based and Regularization-Based Methods for the Selection of Relevant Variables in Non-targeted Metabolomics Data

Non-targeted metabolomics constitutes a part of the systems biology and aims at determining numerous metabolites in complex biological samples. Datasets obtained in the non-targeted metabolomics studies are high-dimensional due to sensitivity of mass spectrometry-based detection methods as well as c...

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Bibliographic Details
Published in:Front Mol Biosci
Main Authors: Bujak, Renata, Daghir-Wojtkowiak, Emilia, Kaliszan, Roman, Markuszewski, Michał J.
Format: Artigo
Language:Inglês
Published: Frontiers Media S.A. 2016
Subjects:
Molecular Biosciences
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC4960252/
https://ncbi.nlm.nih.gov/pubmed/27508208
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3389/fmolb.2016.00035
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