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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Bibliografske podrobnosti
izdano v:Mol Syst Biol
Main Authors: Argelaguet, Ricard, Velten, Britta, Arnol, Damien, Dietrich, Sascha, Zenz, Thorsten, Marioni, John C, Buettner, Florian, Huber, Wolfgang, Stegle, Oliver
Format: Artigo
Jezik:Inglês
Izdano: John Wiley and Sons Inc. 2018
Teme:
Methods
Online dostop: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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