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A mixture-of-experts deep generative model for integrated analysis of single-cell multiomics data

The recent development of single-cell multiomics analysis has enabled simultaneous detection of multiple traits at the single-cell level, providing deeper insights into cellular phenotypes and functions in diverse tissues. However, currently, it is challenging to infer the joint representations and...

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Detalles Bibliográficos
Autores principales: Minoura, Kodai, Abe, Ko, Nam, Hyunha, Nishikawa, Hiroyoshi, Shimamura, Teppei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9017195/
https://www.ncbi.nlm.nih.gov/pubmed/35474667
http://dx.doi.org/10.1016/j.crmeth.2021.100071