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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...
| Autores principales: | , , , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2023
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| Materias: | |
| 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 |