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Hopper: a mathematically optimal algorithm for sketching biological data

MOTIVATION: Single-cell RNA-sequencing has grown massively in scale since its inception, presenting substantial analytic and computational challenges. Even simple downstream analyses, such as dimensionality reduction and clustering, require days of runtime and hundreds of gigabytes of memory for tod...

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Bibliografische gegevens
Gepubliceerd in:Bioinformatics
Hoofdauteurs: DeMeo, Benjamin, Berger, Bonnie
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Oxford University Press 2020
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7355272/
https://ncbi.nlm.nih.gov/pubmed/32657375
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btaa408
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