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Scaling cross-tissue single-cell annotation models

Identifying cellular identities (both novel and well-studied) is one of the key use cases in single-cell transcriptomics. While supervised machine learning has been leveraged to automate cell annotation predictions for some time, there has been relatively little progress both in scaling neural netwo...

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Detalles Bibliográficos
Autores principales: Fischer, Felix, Fischer, David S., Biederstedt, Evan, Villani, Alexandra-Chloé, Theis, Fabian J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10592700/
https://www.ncbi.nlm.nih.gov/pubmed/37873298
http://dx.doi.org/10.1101/2023.10.07.561331