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Impact of data preprocessing on cell-type clustering based on single-cell RNA-seq data

BACKGROUND: Advances in single-cell RNA-seq technology have led to great opportunities for the quantitative characterization of cell types, and many clustering algorithms have been developed based on single-cell gene expression. However, we found that different data preprocessing methods show quite...

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Vydáno v:BMC Bioinformatics
Hlavní autoři: Wang, Chunxiang, Gao, Xin, Liu, Juntao
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7541255/
https://ncbi.nlm.nih.gov/pubmed/33028196
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-020-03797-8
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