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Sparse non-negative generalized PCA with applications to metabolomics

Motivation: Nuclear magnetic resonance (NMR) spectroscopy has been used to study mixtures of metabolites in biological samples. This technology produces a spectrum for each sample depicting the chemical shifts at which an unknown number of latent metabolites resonate. The interpretation of this data...

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Detalhes bibliográficos
Main Authors: Allen, Genevera I., Maletić-Savatić, Mirjana
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3198582/
https://ncbi.nlm.nih.gov/pubmed/21930672
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btr522
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