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Regulatory network-based imputation of dropouts in single-cell RNA sequencing data

Single-cell RNA sequencing (scRNA-seq) methods are typically unable to quantify the expression levels of all genes in a cell, creating a need for the computational prediction of missing values (‘dropout imputation’). Most existing dropout imputation methods are limited in the sense that they exclusi...

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Detalles Bibliográficos
Autores principales: Leote, Ana Carolina, Wu, Xiaohui, Beyer, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8890719/
https://www.ncbi.nlm.nih.gov/pubmed/35176023
http://dx.doi.org/10.1371/journal.pcbi.1009849