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Bayesian model selection reveals biological origins of zero inflation in single-cell transcriptomics

BACKGROUND: Single-cell RNA sequencing is a powerful tool for characterizing cellular heterogeneity in gene expression. However, high variability and a large number of zero counts present challenges for analysis and interpretation. There is substantial controversy over the origins and proper treatme...

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Bibliografske podrobnosti
izdano v:Genome Biol
Main Authors: Choi, Kwangbom, Chen, Yang, Skelly, Daniel A., Churchill, Gary A.
Format: Artigo
Jezik:Inglês
Izdano: BioMed Central 2020
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7384222/
https://ncbi.nlm.nih.gov/pubmed/32718323
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s13059-020-02103-2
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