articleNucleic Acids ResearchNov 28, 2024GOLD OA

CZ CELLxGENE Discover: a single-cell data platform for scalable exploration, analysis and modeling of aggregated data

Wellcome Sanger Institute · Chan Zuckerberg Initiative (United States) · +1 more institution

PubMed
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Abstract

Hundreds of millions of single cells have been analyzed using high-throughput transcriptomic methods. The cumulative knowledge within these datasets provides an exciting opportunity for unlocking insights into health and disease at the level of single cells. Meta-analyses that span diverse datasets building on recent advances in large language models and other machine-learning approaches pose exciting new directions to model and extract insight from single-cell data. Despite the promise of these and emerging analytical tools for analyzing large amounts of data, the sheer number of datasets, data models and accessibility remains a challenge. Here, we present CZ CELLxGENE Discover (cellxgene.cziscience.com), a…

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295
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61.47
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100%
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Authors

54

Topics & keywords

Keywords
  • Biology
  • Computational biology
  • Scalability
  • Data exploration
  • Visualization
  • Data science
  • Bioinformatics
  • Data mining
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