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Noise regularization removes correlation artifacts in single-cell RNA-seq data preprocessing

With the rapid advancement of single-cell RNA-sequencing (scRNA-seq) technology, many data-preprocessing methods have been proposed to address numerous systematic errors and technical variabilities inherent in this technology. While these methods have been demonstrated to be effective in recovering...

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Bibliografiske detaljer
Udgivet i:Patterns (N Y)
Main Authors: Zhang, Ruoyu, Atwal, Gurinder S., Lim, Wei Keat
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2021
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7961184/
https://ncbi.nlm.nih.gov/pubmed/33748795
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.patter.2021.100211
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