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scMCs: a framework for single-cell multi-omics data integration and multiple clusterings

MOTIVATION: The integration of single-cell multi-omics data can uncover the underlying regulatory basis of diverse cell types and states. However, contemporary methods disregard the omics individuality, and the high noise, sparsity, and heterogeneity of single-cell data also impact the fusion effect...

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Detalles Bibliográficos
Autores principales: Ren, Liangrui, Wang, Jun, Li, Zhao, Li, Qingzhong, Yu, Guoxian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10070040/
https://www.ncbi.nlm.nih.gov/pubmed/36929930
http://dx.doi.org/10.1093/bioinformatics/btad133