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Kernel weighted least square approach for imputing missing values of metabolomics data

Mass spectrometry is a modern and sophisticated high-throughput analytical technique that enables large-scale metabolomic analyses. It yields a high-dimensional large-scale matrix (samples × metabolites) of quantified data that often contain missing cells in the data matrix as well as outliers that...

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Publicat a:Sci Rep
Autors principals: Kumar, Nishith, Hoque, Md. Aminul, Sugimoto, Masahiro
Format: Artigo
Idioma:Inglês
Publicat: Nature Publishing Group UK 2021
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC8159923/
https://ncbi.nlm.nih.gov/pubmed/34045614
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-021-90654-0
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