Concepedia

Cross-platform Data Harmonization

Cross-Platform Data Harmonization is a data integration procedure that standardizes and aligns heterogeneous biological measurements across distinct technological platforms to enable coherent multi-omics analysis.

205

Publications

30.1K

Citations

2.4K

Authors

1K

Institutions

Publications per year

2017–2026

111

Parents

Children

Publications

205

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

, , +14

mixOmics: An R package for ‘omics feature selection and multiple data integration

Florian Rohart, Benoît Gautier, Amrit Singh et al. · PLoS Computational Biology · 2017 · 3.9K citations · Full text

, , +17

Integrating structured biological data by Kernel Maximum Mean Discrepancy

Karsten Borgwardt, Arthur Gretton, Malte J. Rasch et al. · Bioinformatics · 2006 · 1.7K citations · Full text

, , +11

Preprocessing, normalization and integration of the Illumina HumanMethylationEPIC array with minfi

Jean-Philippe Fortin, Timothy J. Triche, Kasper D. Hansen · Bioinformatics · 2016 · 931 citations · Full text

, , +14

Multiple-laboratory comparison of microarray platforms

Rafael A. Irizarry, Daniel Warren, Forrest Spencer et al. · Nature Methods · 2005 · 883 citations

, , +13

1–5 of 205

Authors

2.4K

  1. IF
    Isabel Fortier

    McGill University Health Centre, Canada

    7 publications · 600 citations

    7

    h-index

  2. WT
    Weida Tong

    National Center for Toxicological Research, United States

    5 publications · 318 citations

    5

    h-index

  3. DD
    Dany Doiron

    McGill University Health Centre, Canada

    4 publications · 459 citations

    4

    h-index

  4. RL
    Robert L. Grossman

    University of Chicago, United States

    4 publications · 399 citations

    4

    h-index

  5. HH
    Huixiao Hong

    National Center for Toxicological Research, United States

    4 publications · 303 citations

    4

    h-index

1–5 of 2.4K

Institutions

1K

  1. Harvard University

    Cambridge, United States

    17 h-index

    42 publications

    108.1K citations

  2. Johns Hopkins University

    Baltimore, United States

    10 h-index

    36 publications

    18K citations

  3. The University of Melbourne

    Melbourne, Australia

    10 h-index

    32 publications

    7K citations

  4. University of Oxford

    Oxford, United Kingdom

    10 h-index

    19 publications

    1.6K citations

  5. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    9 h-index

    32 publications

    4.7K citations

  6. European Bioinformatics Institute

    Cambridge, United Kingdom

    9 h-index

    53 publications

    7.5K citations

  7. University of Helsinki

    Helsinki, Finland

    8 h-index

    17 publications

    1.5K citations

  8. Broad Institute

    Cambridge, United States

    8 h-index

    35 publications

    79.2K citations

1–8 of 1K

Venues

  1. BMC Bioinformatics

    17 publications · 1.4K citations

    14

    h-index

  2. Bioinformatics

    14 publications · 3.3K citations

    13

    h-index

  3. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 10 publications · 283 citations

    10

    h-index

  4. NeuroImage

    6 publications · 510 citations

    6

    h-index

  5. Nature Methods

    5 publications · 12.5K citations

    5

    h-index

1–5