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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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Mol Syst Biol
Päätekijät: Xu, Chenling, Lopez, Romain, Mehlman, Edouard, Regier, Jeffrey, Jordan, Michael I, Yosef, Nir
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: John Wiley and Sons Inc. 2021
Aiheet:
Linkit: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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