AdImpute: An Imputation Method for Single-Cell RNA-Seq Data Based on Semi-Supervised Autoencoders

Motivation: The emergence of single-cell RNA sequencing (scRNA-seq) technology has paved the way for measuring RNA levels at single-cell resolution to study precise biological functions. However, the presence of a large number of missing values in its data will affect downstream analysis. This paper...

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Detalles Bibliográficos
Autores principales: Xu, Li, Xu, Yin, Xue, Tong, Zhang, Xinyu, Li, Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Genetics
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8456123/
https://www.ncbi.nlm.nih.gov/pubmed/34567089
http://dx.doi.org/10.3389/fgene.2021.739677

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8456123/
https://www.ncbi.nlm.nih.gov/pubmed/34567089
http://dx.doi.org/10.3389/fgene.2021.739677

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