Author

Leland McInnes

University of OttawaORCID 0000-0003-2143-6834Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 1 Assay:scRNA-seq· 1 Approach:statistical model· 1

Frequent Co-Authors

Charles‐Antoine DutertreiD· 1 shared Étienne BechtiD· 1 shared Evan William NewelliD· 1 shared Florent GinhouxiD· 1 shared Immanuel KwokiD· 1 shared John HealyiD· 1 shared Lai Guan NgiD· 1 shared

Activity by Year

2018-2018 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Charles‐Antoine DutertreORCID

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1 paper

Recent·Most cited

BioinformaticsNature BiotechnologyPeer-reviewedDec 3, 2018

Evaluation of UMAP as an alternative to t-SNE for single-cell data

Étienne Becht, Leland McInnes, John Healy…·Evan William Newell

The paper evaluates UMAP as an alternative to t-SNE for single-cell data, finding it faster, more consistent, and better at preserving cluster organization and continuums.

5,349 citationstop 1%

scRNA-seqstatistical model

𝕏 PostBluesky