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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Detalles Bibliográficos
Autores principales: Bujak, Renata, Daghir-Wojtkowiak, Emilia, Kaliszan, Roman, Markuszewski, Michał J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2016
Materias:
Molecular Biosciences
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4960252/
https://www.ncbi.nlm.nih.gov/pubmed/27508208
http://dx.doi.org/10.3389/fmolb.2016.00035

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