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Benchmarking joint multi-omics dimensionality reduction approaches for the study of cancer

High-dimensional multi-omics data are now standard in biology. They can greatly enhance our understanding of biological systems when effectively integrated. To achieve proper integration, joint Dimensionality Reduction (jDR) methods are among the most efficient approaches. However, several jDR metho...

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Detalhes bibliográficos
Publicado no:Nat Commun
Main Authors: Cantini, Laura, Zakeri, Pooya, Hernandez, Celine, Naldi, Aurelien, Thieffry, Denis, Remy, Elisabeth, Baudot, Anaïs
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7785750/
https://ncbi.nlm.nih.gov/pubmed/33402734
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-020-20430-7
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