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netSmooth: Network-smoothing based imputation for single cell RNA-seq
Single cell RNA-seq (scRNA-seq) experiments suffer from a range of characteristic technical biases, such as dropouts (zero or near zero counts) and high variance. Current analysis methods rely on imputing missing values by various means of local averaging or regression, often amplifying biases inher...
Shranjeno v:
| izdano v: | F1000Res |
|---|---|
| Main Authors: | , |
| Format: | Artigo |
| Jezik: | Inglês |
| Izdano: |
F1000 Research Limited
2018
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| Teme: | |
| Online dostop: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5814748/ https://ncbi.nlm.nih.gov/pubmed/29511531 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.12688/f1000research.13511.3 |
| Oznake: |
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