VASC: Dimension Reduction and Visualization of Single-cell RNA-seq Data by Deep Variational Autoencoder

Single-cell RNA sequencing (scRNA-seq) is a powerful technique to analyze the transcriptomic heterogeneities at the single cell level. It is an important step for studying cell sub-populations and lineages, with an effective low-dimensional representation and visualization of the original scRNA-Seq...

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Detalles Bibliográficos
Autores principales: Wang, Dongfang, Gu, Jin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2018
Materias:
Method
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6364131/
https://www.ncbi.nlm.nih.gov/pubmed/30576740
http://dx.doi.org/10.1016/j.gpb.2018.08.003

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6364131/
https://www.ncbi.nlm.nih.gov/pubmed/30576740
http://dx.doi.org/10.1016/j.gpb.2018.08.003

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