Concepedia

Data Harmonization

Data Harmonization is a systematic process in data integration that standardizes the syntax, semantics, and structure of heterogeneous data sources to ensure interoperability and consistency, distinguishing itself from related data transformation techniques by its focus on achieving unified meaning and alignment across diverse datasets.

180

Publications

10.5K

Citations

1.8K

Authors

798

Institutions

Publications per year

2017–2026

116

Variants

Data Harmonisation

Parents

Publications

180

GGIR: A Research Community–Driven Open Source R Package for Generating Physical Activity and Sleep Outcomes From Multi-Day Raw Accelerometer Data

Jairo H. Migueles, Alex V. Rowlands, Florian Huber et al. · Journal for the Measurement of Physical Behaviour · 2019 · 965 citations · Full text

, , +17

The PhenX Toolkit: Get the Most From Your Measures

Carol M. Hamilton, Lisa C. Strader, J. G. Pratt et al. · American Journal of Epidemiology · 2011 · 905 citations · Full text

, , +13

Probabilistic harmonization and annotation of single‐cell transcriptomics data with deep generative models

Chenling Xu, Romain Lopez, Edouard Mehlman et al. · Molecular Systems Biology · 2021 · 699 citations · Full text

, , +17

FoodOn: a harmonized food ontology to increase global food traceability, quality control and data integration

Damion Dooley, Emma Griffiths, Gurinder S. Gosal et al. · npj Science of Food · 2018 · 354 citations · Full text

, , +15

Levels and trends in child malnutrition. UNICEF-WHO-The World Bank joint child malnutrition estimates.

de Onis M, Denise Scott Brown, Monika Blössner et al. · 2012 · 299 citations

, , +17

1–5 of 180

Authors

1.8K

  1. IF
    Isabel Fortier

    McGill University Health Centre, Canada

    6 publications · 616 citations

    6

    h-index

  2. MS
    Martin Sedlmayr

    Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany

    6 publications · 351 citations

    6

    h-index

  3. HP
    Hans‐Ulrich Prokosch

    Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany

    4 publications · 289 citations

    4

    h-index

  4. DD
    Dany Doiron

    McGill University Health Centre, Canada

    4 publications · 552 citations

    4

    h-index

  5. MZ
    Michéle Zoch

    University Hospital Carl Gustav Carus, Germany

    4 publications · 115 citations

    4

    h-index

1–5 of 1.8K

Institutions

798

  1. Harvard University

    Cambridge, United States

    14 h-index

    70 publications

    4.2K citations

  2. University of Washington

    Seattle, United States

    10 h-index

    35 publications

    2K citations

  3. Heidelberg University

    Heidelberg, Germany

    9 h-index

    17 publications

    1.1K citations

  4. Brigham and Women's Hospital

    Boston, United States

    8 h-index

    33 publications

    2.2K citations

  5. Inserm

    Paris, France

    8 h-index

    18 publications

    1.4K citations

  6. University of Southern California

    Los Angeles, United States

    8 h-index

    17 publications

    613 citations

  7. University College London

    London, United Kingdom

    7 h-index

    20 publications

    2.6K citations

  8. University of Pennsylvania

    Philadelphia, United States

    7 h-index

    42 publications

    1.8K citations

1–8 of 798

Venues

  1. JMIR Medical Informatics

    JMI · 4 publications · 109 citations

    4

    h-index

  2. BMC Medical Informatics and Decision Making

    4 publications · 89 citations

    3

    h-index

  3. Applied Clinical Informatics

    ACI · 3 publications · 138 citations

    3

    h-index

  4. PLoS ONE

    3 publications · 196 citations

    3

    h-index

  5. International Journal of Epidemiology

    3 publications · 441 citations

    3

    h-index

1–5