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scAlign: a tool for alignment, integration, and rare cell identification from scRNA-seq data
scRNA-seq dataset integration occurs in different contexts, such as the identification of cell type-specific differences in gene expression across conditions or species, or batch effect correction. We present scAlign, an unsupervised deep learning method for data integration that can incorporate par...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2019
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6693154/ https://www.ncbi.nlm.nih.gov/pubmed/31412909 http://dx.doi.org/10.1186/s13059-019-1766-4 |