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Single-cell RNA-seq denoising using a deep count autoencoder
Single-cell RNA sequencing (scRNA-seq) has enabled researchers to study gene expression at a cellular resolution. However, noise due to amplification and dropout may obstruct analyses, so scalable denoising methods for increasingly large but sparse scRNA-seq data are needed. We propose a deep count...
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| Foilsithe in: | Nat Commun |
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| Main Authors: | , , , , |
| Formáid: | Artigo |
| Teanga: | Inglês |
| Foilsithe: |
Nature Publishing Group UK
2019
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| Ábhair: | |
| Rochtain Ar Líne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6344535/ https://ncbi.nlm.nih.gov/pubmed/30674886 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41467-018-07931-2 |
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