Concepedia

Imaging Data Harmonization

Imaging Data Harmonization is the systematic process of transforming and aligning imaging data acquired under different conditions, modalities, or sites to minimize non-biological variability while preserving biological relevance, thereby enabling valid cross-dataset integration and analysis.

86

Publications

5.9K

Citations

855

Authors

451

Institutions

Publications per year

2017–2026

80

Parents

Publications

86

Harmonization of multi-site diffusion tensor imaging data

Jean‐Philippe Fortin, Drew Parker, Birkan Tunç et al. · NeuroImage · 2017 · 1.3K citations · Full text

, , +17

Automated quality control for within and between studies diffusion MRI data using a non-parametric framework for movement and distortion correction

Matteo Bastiani, Michiel Cottaar, Sean P. Fitzgibbon et al. · NeuroImage · 2018 · 351 citations · Full text

, , +17

DeepHarmony: A deep learning approach to contrast harmonization across scanner changes

Blake E. Dewey, Can Zhao, Jacob C. Reinhold et al. · Magnetic Resonance Imaging · 2019 · 234 citations · Full text

, , +11

Validation of amyloid PET positivity thresholds in centiloids: a multisite PET study approach

Sarah K. Royse, Davneet Minhas, Brian J. Lopresti et al. · Alzheimer s Research & Therapy · 2021 · 234 citations · Full text

, , +17

Inter-site and inter-scanner diffusion MRI data harmonization

Hengameh Mirzaalian, Lipeng Ning, Peter Savadjiev et al. · NeuroImage · 2016 · 170 citations

, , +12

1–5 of 86

Authors

855

  1. RT
    Russell T. Shinohara

    University of Pennsylvania, United States

    7 publications · 1.6K citations

    7

    h-index

  2. NJ
    Neda Jahanshad

    University of Southern California, United States

    5 publications · 182 citations

    5

    h-index

  3. RC
    Ruben C. Gur

    University of Pennsylvania, United States

    5 publications · 1.5K citations

    5

    h-index

  4. TD
    Theodore D. Satterthwaite

    University of Pennsylvania, United States

    5 publications · 1.5K citations

    5

    h-index

  5. RE
    Raquel E. Gur

    University of Pennsylvania, United States

    5 publications · 1.5K citations

    5

    h-index

1–5 of 855

Institutions

451

  1. Inserm

    Paris, France

    11 h-index

    41 publications

    1.5K citations

  2. University of Pennsylvania

    Philadelphia, United States

    10 h-index

    72 publications

    19.7K citations

  3. Harvard University

    Cambridge, United States

    8 h-index

    48 publications

    4K citations

  4. Brigham and Women's Hospital

    Boston, United States

    8 h-index

    40 publications

    3.4K citations

  5. Johns Hopkins University

    Baltimore, United States

    7 h-index

    39 publications

    4.6K citations

  6. University of Toronto

    Toronto, Canada

    6 h-index

    22 publications

    448 citations

  7. University College London

    London, United Kingdom

    6 h-index

    11 publications

    843 citations

  8. University of Pittsburgh

    Pittsburgh, United States

    6 h-index

    23 publications

    1.9K citations

1–8 of 451

Venues

  1. NeuroImage

    19 publications · 2.7K citations

    18

    h-index

  2. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 5 publications · 152 citations

    5

    h-index

  3. Human Brain Mapping

    5 publications · 215 citations

    5

    h-index

  4. Scientific Reports

    4 publications · 218 citations

    4

    h-index

  5. NeuroImage Clinical

    3 publications · 71 citations

    3

    h-index

1–5