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Embracing the dropouts in single-cell RNA-seq analysis

One primary reason that makes single-cell RNA-seq analysis challenging is dropouts, where the data only captures a small fraction of the transcriptome of each cell. Almost all computational algorithms developed for single-cell RNA-seq adopted gene selection, dimension reduction or imputation to addr...

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Detalles Bibliográficos
Autor principal: Qiu, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7054558/
https://www.ncbi.nlm.nih.gov/pubmed/32127540
http://dx.doi.org/10.1038/s41467-020-14976-9