A deep generative framework with embedded vector arithmetic and classifier for sample generation, label transfer, and clustering of single-cell data

Multiple-source single-cell datasets have accumulated quickly and need computational methods to integrate and decompose into meaningful components. Here, we present inClust (integrated clustering), a flexible deep generative framework that enables embedding auxiliary information, latent space vector...

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Detalles Bibliográficos
Autores principales: Wang, Lifei, Nie, Rui, Zhang, Zhang, Gu, Weiwei, Wang, Shuo, Wang, Anqi, Zhang, Jiang, Cai, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10475846/
https://www.ncbi.nlm.nih.gov/pubmed/37671019
http://dx.doi.org/10.1016/j.crmeth.2023.100558

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10475846/
https://www.ncbi.nlm.nih.gov/pubmed/37671019
http://dx.doi.org/10.1016/j.crmeth.2023.100558

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