Mapping single-cell data to reference atlases by transfer learning

Large single-cell atlases are now routinely generated to serve as references for analysis of smaller-scale studies. Yet learning from reference data is complicated by batch effects between datasets, limited availability of computational resources and sharing restrictions on raw data. Here we introdu...

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Detalles Bibliográficos
Autores principales: Lotfollahi, Mohammad, Naghipourfar, Mohsen, Luecken, Malte D., Khajavi, Matin, Büttner, Maren, Wagenstetter, Marco, Avsec, Žiga, Gayoso, Adam, Yosef, Nir, Interlandi, Marta, Rybakov, Sergei, Misharin, Alexander V., Theis, Fabian J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2021
Materias:
Analysis
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763644/
https://www.ncbi.nlm.nih.gov/pubmed/34462589
http://dx.doi.org/10.1038/s41587-021-01001-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8763644/
https://www.ncbi.nlm.nih.gov/pubmed/34462589
http://dx.doi.org/10.1038/s41587-021-01001-7

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