Simplex-structured matrix factorisation: application of soft clustering to metabolomic data

Abstract Metabolomics is the measurement of metabolites in biological samples to reveal information on metabolic pathways and phenotypes. Cluster analysis is a popular multivariate technique employed in metabolomics to characterise observations with similar features. Previous work in the field has a...

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Bibliographic Details
Main Authors: Wenxuan Liu, Thomas Brendan Murphy, Lorraine Brennan
Format: Article
Language:English
Published: Nature Portfolio 2025-05-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-02361-9
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