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Integration of single-cell multi-omics data by regression analysis on unpaired observations

Despite recent developments, it is hard to profile all multi-omics single-cell data modalities on the same cell. Thus, huge amounts of single-cell genomics data of unpaired observations on different cells are generated. We propose a method named UnpairReg for the regression analysis on unpaired obse...

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Detalles Bibliográficos
Autores principales: Yuan, Qiuyue, Duren, Zhana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9295346/
https://www.ncbi.nlm.nih.gov/pubmed/35854350
http://dx.doi.org/10.1186/s13059-022-02726-7