Concepedia

Cross-study Harmonization

Cross-Study Harmonization is a methodological framework in batch effect correction that integrates data from multiple independent studies by removing non-biological, study-specific technical variation while preserving biologically relevant signals.

21

Publications

720

Citations

245

Authors

137

Institutions

Publications per year

2017–2026

15

Parents

Publications

21

Towards an optimised processing pipeline for diffusion magnetic resonance imaging data: Effects of artefact corrections on diffusion metrics and their age associations in UK Biobank

Ivan I. Maximov, Dag Alnæs, Lars T. Westlye · Human Brain Mapping · 2019 · 112 citations · Full text

, , +17

Is rigorous retrospective harmonization possible? Application of the DataSHaPER approach across 53 large studies

Isabel Fortier, Dany Doiron, Julian Little et al. · International Journal of Epidemiology · 2011 · 102 citations · Full text

, , +15

Collaborative, pooled and harmonized study designs for epidemiologic research: challenges and opportunities

Catherine R. Lesko, Lisa P. Jacobson, Keri N. Althoff et al. · International Journal of Epidemiology · 2018 · 67 citations · Full text

, , +17

Phenotype harmonization and cross-study collaboration in GWAS consortia: the GENEVA experience

Siiri Bennett, Neil E. Caporaso, Annette L. Fitzpatrick et al. · Genetic Epidemiology · 2011 · 52 citations

, , +15

Improving cross-study prediction through addon batch effect adjustment or addon normalization

Roman Hornung, David Causeur, Christoph Bernau et al. · Bioinformatics · 2016 · 42 citations · Full text

, , +12

1–5 of 21

Authors

245

  1. DM
    Dan Mungas

    University of California, Davis, United States

    2 publications · 48 citations

    2

    h-index

  2. ML
    Mary L. Marazita

    University of Pittsburgh, United States

    2 publications · 82 citations

    2

    h-index

  3. RN
    Richard N. Jones

    Hebrew SeniorLife, United States

    2 publications · 48 citations

    2

    h-index

  4. EM
    Erin M. Ramos

    National Human Genome Research Institute, United States

    2 publications · 82 citations

    2

    h-index

  5. CM
    Carol M. Hamilton

    RTI International, United States

    2 publications · 62 citations

    2

    h-index

1–5 of 245

Institutions

137

  1. Johns Hopkins University

    Baltimore, United States

    5 h-index

    16 publications

    771 citations

  2. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    4 h-index

    25 publications

    524 citations

  3. University of Washington

    Seattle, United States

    3 h-index

    11 publications

    415 citations

  4. Harvard University

    Cambridge, United States

    3 h-index

    17 publications

    537 citations

  5. RTI International

    Durham, United States

    3 h-index

    11 publications

    295 citations

  6. National Cancer Institute

    Bethesda, United States

    2 h-index

    3 publications

    86 citations

  7. National Institutes of Health

    Bethesda, United States

    2 h-index

    3 publications

    136 citations

  8. McGill University

    Montreal, Canada

    2 h-index

    5 publications

    326 citations

1–8 of 137

Venues

  1. International Journal of Epidemiology

    2 publications · 169 citations

    2

    h-index

  2. 1

    h-index

  3. 1

    h-index

  4. Human Brain Mapping

    1 publications · 112 citations

    1

    h-index

  5. The Journals of Gerontology Series B

    1 publications · 37 citations

    1

    h-index

1–5