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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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Detalles Bibliográficos
Autores principales: Cantini, Laura, Zakeri, Pooya, Hernandez, Celine, Naldi, Aurelien, Thieffry, Denis, Remy, Elisabeth, Baudot, Anaïs
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7785750/
https://www.ncbi.nlm.nih.gov/pubmed/33402734
http://dx.doi.org/10.1038/s41467-020-20430-7

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