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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Nucleic Acids Res
Prif Awduron: Sinha, Debajyoti, Kumar, Akhilesh, Kumar, Himanshu, Bandyopadhyay, Sanghamitra, Sengupta, Debarka
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Oxford University Press 2018
Pynciau:
Mynediad Ar-lein: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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