Concepedia

Single-cell Integration

Single-Cell Integration is a computational data-integration strategy that combines heterogeneous single-cell genomic and other omic profiles from multiple microbes, samples, or experimental platforms into a harmonized representation that corrects for technical variation and enables joint inference of community structure and function at single-cell resolution.

338

Publications

93.7K

Citations

2.6K

Authors

715

Institutions

Publications per year

2017–2026

277

Parents

Children

Publications

338

Comprehensive Integration of Single-Cell Data

Tim Stuart, Andrew Butler, Paul Hoffman et al. · Cell · 2019 · 16.9K citations · Full text

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Integrated analysis of multimodal single-cell data

Yuhan Hao, Stephanie Hao, Erica Andersen‐Nissen et al. · Cell · 2021 · 16K citations · Full text

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Integrating single-cell transcriptomic data across different conditions, technologies, and species

Andrew Butler, Paul Hoffman, Peter Smibert et al. · Nature Biotechnology · 2018 · 14.7K citations · Full text

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Fast, sensitive and accurate integration of single-cell data with Harmony

Ilya Korsunsky, Nghia Millard, Jean Fan et al. · Nature Methods · 2019 · 10.5K citations · Full text

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Benchmarking atlas-level data integration in single-cell genomics

Malte D. Luecken, Maren Büttner, Kridsadakorn Chaichoompu et al. · Nature Methods · 2021 · 1.4K citations · Full text

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1–5 of 338

Authors

2.6K

  1. FJ
    Fabian J. Theis

    Helmholtz Zentrum München, Germany

    14 publications · 3.5K citations

    14

    h-index

  2. ML
    Mohammad Lotfollahi

    Helmholtz Zentrum München, Germany

    12 publications · 2K citations

    12

    h-index

  3. SA
    Sarah A. Teichmann

    Wellcome Sanger Institute, United Kingdom

    12 publications · 1.7K citations

    12

    h-index

  4. JY
    Jean Yang

    The University of Sydney, Australia

    8 publications · 663 citations

    8

    h-index

  5. SG
    Shila Ghazanfar

    The University of Sydney, Australia

    8 publications · 798 citations

    8

    h-index

1–5 of 2.6K

Institutions

715

  1. Stanford University

    Stanford, United States

    21 h-index

    170 publications

    77.7K citations

  2. Harvard University

    Cambridge, United States

    20 h-index

    162 publications

    125.8K citations

  3. Broad Institute

    Cambridge, United States

    20 h-index

    156 publications

    104.7K citations

  4. Wellcome Sanger Institute

    Cambridge, United Kingdom

    20 h-index

    162 publications

    25.6K citations

  5. University of Cambridge

    Cambridge, United Kingdom

    16 h-index

    42 publications

    7K citations

  6. Helmholtz Zentrum München

    Munich, Germany

    15 h-index

    99 publications

    34.9K citations

  7. European Bioinformatics Institute

    Cambridge, United Kingdom

    15 h-index

    47 publications

    10K citations

  8. University of California San Diego

    San Diego, United States

    14 h-index

    66 publications

    10.1K citations

1–8 of 715

Venues

  1. Nature Communications

    31 publications · 3.8K citations

    26

    h-index

  2. Proceedings of the National Academy of Sciences

    PNAS · 31 publications · 2.9K citations

    25

    h-index

  3. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 52 publications · 3.3K citations

    24

    h-index

  4. Genome biology

    18 publications · 3.1K citations

    17

    h-index

  5. Nature Biotechnology

    14 publications · 18.1K citations

    14

    h-index

1–5