Multi‐Omics Factor Analysis—a framework for unsupervised integration of multi‐omics data sets

Multi‐omics studies promise the improved characterization of biological processes across molecular layers. However, methods for the unsupervised integration of the resulting heterogeneous data sets are lacking. We present Multi‐Omics Factor Analysis (MOFA), a computational method for discovering the...

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Detalhes bibliográficos
Publicado no:Mol Syst Biol
Main Authors: Argelaguet, Ricard, Velten, Britta, Arnol, Damien, Dietrich, Sascha, Zenz, Thorsten, Marioni, John C, Buettner, Florian, Huber, Wolfgang, Stegle, Oliver
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2018
Assuntos:
Methods
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6010767/
https://ncbi.nlm.nih.gov/pubmed/29925568
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.15252/msb.20178124
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