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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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Библиографические подробности
Опубликовано в: :Nucleic Acids Res
Главные авторы: Sinha, Debajyoti, Kumar, Akhilesh, Kumar, Himanshu, Bandyopadhyay, Sanghamitra, Sengupta, Debarka
Формат: Artigo
Язык:Inglês
Опубликовано: Oxford University Press 2018
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Online-ссылка: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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