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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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Bibliographische Detailangaben
Veröffentlicht in:Nucleic Acids Res
Hauptverfasser: Sinha, Debajyoti, Kumar, Akhilesh, Kumar, Himanshu, Bandyopadhyay, Sanghamitra, Sengupta, Debarka
Format: Artigo
Sprache:Inglês
Veröffentlicht: Oxford University Press 2018
Schlagworte:
Online Zugang: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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