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Effective and scalable single-cell data alignment with non-linear canonical correlation analysis

Data alignment is one of the first key steps in single cell analysis for integrating multiple datasets and performing joint analysis across studies. Data alignment is challenging in extremely large datasets, however, as the major of the current single cell data alignment methods are not computationa...

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Detalles Bibliográficos
Autores principales: Hu, Jialu, Chen, Mengjie, Zhou, Xiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8887421/
https://www.ncbi.nlm.nih.gov/pubmed/34871454
http://dx.doi.org/10.1093/nar/gkab1147