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A universal deep neural network for in-depth cleaning of single-cell RNA-Seq data

Single cell RNA sequencing (scRNA-Seq) is being widely used in biomedical research and generated enormous volume and diversity of data. The raw data contain multiple types of noise and technical artifacts, which need thorough cleaning. Existing denoising and imputation methods largely focus on a sin...

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Detalles Bibliográficos
Autores principales: Li, Hui, Brouwer, Cory R., Luo, Weijun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8990021/
https://www.ncbi.nlm.nih.gov/pubmed/35393428
http://dx.doi.org/10.1038/s41467-022-29576-y