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dropClust: efficient clustering of ultra-large scRNA-seq data

Droplet based single cell transcriptomics has recently enabled parallel screening of tens of thousands of single cells. Clustering methods that scale for such high dimensional data without compromising accuracy are scarce. We exploit Locality Sensitive Hashing, an approximate nearest neighbour searc...

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Podrobná bibliografie
Vydáno v:Nucleic Acids Res
Hlavní autoři: Sinha, Debajyoti, Kumar, Akhilesh, Kumar, Himanshu, Bandyopadhyay, Sanghamitra, Sengupta, Debarka
Médium: Artigo
Jazyk:Inglês
Vydáno: Oxford University Press 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5888655/
https://ncbi.nlm.nih.gov/pubmed/29361178
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/nar/gky007
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