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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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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 |