Standout Papers

UMAP: Uniform Manifold Approximation and Projection 2017 2026 2020 2023 4.1k
  1. UMAP: Uniform Manifold Approximation and Projection (2018)
    Leland McInnes, John Healy et al. The Journal of Open Source Software
  2. Dimensionality reduction for visualizing single-cell data using UMAP (2018)
    Étienne Becht, Leland McInnes et al. Nature Biotechnology
  3. hdbscan: Hierarchical density based clustering (2017)
    Leland McInnes, John Healy et al. The Journal of Open Source Software
  4. Uniform manifold approximation and projection (2024)
    John Healy, Leland McInnes Nature Reviews Methods Primers

Immediate Impact

6 by Nobel laureates 32 from Science/Nature 61 standout
Sub-graph 1 of 23

Citing Papers

Protein codes promote selective subcellular compartmentalization
2025 StandoutScience
Spatial proteomics in neurons at single-protein resolution
2024 Standout

Works of Leland McInnes being referenced

Dimensionality reduction for visualizing single-cell data using UMAP
2018 Standout
UMAP: Uniform Manifold Approximation and Projection
2018 Standout

Author Peers

Author Last Decade Papers Cites
Leland McInnes 3616 58 148 1150 1097 7 8.1k
John Healy 3613 58 143 1148 1097 6 8.1k
Nathaniel Saul 1741 29 25 715 367 5 4.3k
Lukas Großberger 1720 28 25 702 367 3 4.1k
Pierre Geurts 4385 7 89 1953 1237 100 11.9k
David Warde-Farley 3297 16 39 2776 473 15 13.0k
Michelle Gaasenbeek 6594 1 1674 416 10 9.1k
C. Huard 5574 1 1401 270 6 7.3k
Dari Shalon 10036 4 4 348 753 11 13.0k
M. A. Caligiuri 6246 1 1401 758 26 9.0k
Adrian Veres 3930 1 18 467 562 17 6.9k

All Works

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Rankless by CCL
2026