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An in-depth comparison of linear and non-linear joint embedding methods for bulk and single-cell multi-omics

Multi-omic analyses are necessary to understand the complex biological processes taking place at the tissue and cell level, but also to make reliable predictions about, for example, disease outcome. Several linear methods exist that create a joint embedding using paired information per sample, but r...

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Detalles Bibliográficos
Autores principales: Makrodimitris, Stavros, Pronk, Bram, Abdelaal, Tamim, Reinders, Marcel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10685331/
https://www.ncbi.nlm.nih.gov/pubmed/38018908
http://dx.doi.org/10.1093/bib/bbad416