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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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Bibliografski detalji
Izdano u:Bioinformatics
Glavni autori: DeMeo, Benjamin, Berger, Bonnie
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2020
Teme:
Online pristup: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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