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Hierarchical progressive learning of cell identities in single-cell data

Supervised methods are increasingly used to identify cell populations in single-cell data. Yet, current methods are limited in their ability to learn from multiple datasets simultaneously, are hampered by the annotation of datasets at different resolutions, and do not preserve annotations when retra...

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Bibliografiske detaljer
Udgivet i:Nat Commun
Main Authors: Michielsen, Lieke, Reinders, Marcel J. T., Mahfouz, Ahmed
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8121839/
https://ncbi.nlm.nih.gov/pubmed/33990598
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-23196-8
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