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Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models

As the number of single‐cell transcriptomics datasets grows, the natural next step is to integrate the accumulating data to achieve a common ontology of cell types and states. However, it is not straightforward to compare gene expression levels across datasets and to automatically assign cell type l...

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Detalhes bibliográficos
Publicado no:Mol Syst Biol
Main Authors: Xu, Chenling, Lopez, Romain, Mehlman, Edouard, Regier, Jeffrey, Jordan, Michael I, Yosef, Nir
Formato: Artigo
Idioma:Inglês
Publicado em: John Wiley and Sons Inc. 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7829634/
https://ncbi.nlm.nih.gov/pubmed/33491336
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.15252/msb.20209620
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