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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Patterns (N Y)
Prif Awduron: Zhang, Ruoyu, Atwal, Gurinder S., Lim, Wei Keat
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Elsevier 2021
Pynciau:
Mynediad Ar-lein: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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