STGRNS: an interpretable transformer-based method for inferring gene regulatory networks from single-cell transcriptomic data

MOTIVATION: Single-cell RNA-sequencing (scRNA-seq) technologies provide an opportunity to infer cell-specific gene regulatory networks (GRNs), which is an important challenge in systems biology. Although numerous methods have been developed for inferring GRNs from scRNA-seq data, it is still a chall...

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Detalles Bibliográficos
Autores principales: Xu, Jing, Zhang, Aidi, Liu, Fang, Zhang, Xiujun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10085635/
https://www.ncbi.nlm.nih.gov/pubmed/37004161
http://dx.doi.org/10.1093/bioinformatics/btad165

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10085635/
https://www.ncbi.nlm.nih.gov/pubmed/37004161
http://dx.doi.org/10.1093/bioinformatics/btad165

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