Pilot corpus: NIH-funded biomedical datasets. Any DOI can be scored on demand — network effects sharpen as coverage grows.

Correspondence analysis for dimension reduction, batch integration, and visualization of single-cell RNA-seq data

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.11.24.469874Source: DataRank Database

Correspondence analysis for dimension reduction, batch integration, and visualization of single-cell RNA-seq data is a research paper published in bioRxiv (Cold Spring Harbor Laboratory) (2021). On theSindex it has a DataRank of 0. It has been cited 5 times.

N/A

0DataRank · unranked

Scored on demand from live citation data

Open Access5 citations

Download PDF

Cite:

DataRank reads this dataset's downstream impact straight off the citation graph — no black box, no proprietary weighting. How is this computed?

›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (1 grants)OA: greenTopics (34)IDs (PubMed, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

FAIR checklist signals are shown for context only and do not affect DataRank scoring.

Run a calibrated FAIR evaluation for this paper →

We only score data papers we can read in full — never from an abstract alone.

Authors (2)

Aedín C. Culhane ORCID,Lauren Hsu ORCID

Live enrichment

PubMed:19162232 OpenAlex:https://openalex.org/W3217181755

National Institutes of Health

Grant: 5T32GM135117-02

Interdisciplinary training: Statistical Genetics/Genomics and Computational Biology

greenLicense: cc-by

repositoryhttps://www.biorxiv.org/content/biorxiv/early/2023/01/19/2021.11.24.469874.full.pdf

publisherhttps://syndication.highwire.org/content/doi/10.1101/2021.11.24.469874

repositoryhttps://doi.org/10.1101/2021.11.24.469874

repositoryhttps://figshare.com/articles/journal_contribution/Correspondence_analysis_for_dimension_reduction_batch_integration_and_visualization_of_single_cell_RNA_seq_data/22041266

Fields of Study

Single-cell and spatial transcriptomicsMicroRNA in disease regulationGene expression and cancer classification0206 medical engineering02 engineering and technology

Keywords

Dimensionality reductionBioconductorTable (database)Principal component analysisComputer scienceData miningDimension (graph theory)BiplotCluster analysisReduction (mathematics)VisualizationData transformationMathematicsArtificial intelligenceData warehouseChemistrySequence Analysis, RNAndividual cellsScienceQRpipelinemRNA sequencingHealth sciencesArticleSingle-Cell Gene Expression Analysissingle cellMedicineSingle-Cell Analysis