scGNN is a novel graph neural network framework for single-cell RNA-Seq analyses

Single-cell RNA-sequencing (scRNA-Seq) is widely used to reveal the heterogeneity and dynamics of tissues, organisms, and complex diseases, but its analyses still suffer from multiple grand challenges, including the sequencing sparsity and complex differential patterns in gene expression. We introdu...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Nat Commun
Prif Awduron: Wang, Juexin, Ma, Anjun, Chang, Yuzhou, Gong, Jianting, Jiang, Yuexu, Qi, Ren, Wang, Cankun, Fu, Hongjun, Ma, Qin, Xu, Dong
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Nature Publishing Group UK 2021
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC7994447/
https://ncbi.nlm.nih.gov/pubmed/33767197
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-021-22197-x
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