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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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Detalles Bibliográficos
Autores principales: Michielsen, Lieke, Reinders, Marcel J. T., Mahfouz, Ahmed
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8121839/
https://www.ncbi.nlm.nih.gov/pubmed/33990598
http://dx.doi.org/10.1038/s41467-021-23196-8