Concepedia

Data Normalization

Data Normalization is the process of transforming heterogeneous health data into a consistent, standardized format to ensure syntactic and semantic interoperability across disparate systems within a Health Information Exchange.

1.1K

Publications

85.3K

Citations

3.8K

Authors

1.4K

Institutions

Publications per year

2017–2026

432

Parents

Children

Publications

1.1K

N4ITK: Improved N3 Bias Correction

Nicholas J. Tustison, Brian Avants, Philip A. Cook et al. · IEEE Transactions on Medical Imaging · 2010 · 6.4K citations

, , +16

Scalable and accurate deep learning with electronic health records

npj Digital Medicine · 2018 · 2.4K citations · Full text

, , +16

Scalable and accurate deep learning with electronic health records.

2018 · 2.4K citations

, , +16

Conjoint Analysis Applications in Health—a Checklist: A Report of the ISPOR Good Research Practices for Conjoint Analysis Task Force

John F. P. Bridges, Brett Hauber, Deborah A. Marshall et al. · Value in Health · 2011 · 2K citations · Full text

, , +5

Normalization of cDNA microarray data

Gordon K. Smyth · Methods · 2003 · 1.9K citations

, , +11

1–5 of 1.1K

Authors

3.8K

  1. HL
    Hongfang Liu

    Mayo Clinic in Florida, United States

    6 publications · 245 citations

    6

    h-index

  2. LL
    Leonid Libkin

    University of Edinburgh, United Kingdom

    5 publications · 550 citations

    5

    h-index

  3. ZL
    Zhiyong Lu

    National Center for Biotechnology Information, United States

    5 publications · 761 citations

    5

    h-index

  4. MA
    Marcelo Arenas

    Pontificia Universidad Católica de Chile, Chile

    5 publications · 550 citations

    5

    h-index

  5. CG
    Christopher G. Chute

    Mayo Clinic, United States

    5 publications · 247 citations

    5

    h-index

1–5 of 3.8K

Institutions

1.4K

  1. Harvard University

    Cambridge, United States

    16 h-index

    46 publications

    5.9K citations

  2. University of Toronto

    Toronto, Canada

    14 h-index

    34 publications

    2K citations

  3. University of Amsterdam

    Amsterdam, The Netherlands

    13 h-index

    28 publications

    954 citations

  4. University College London

    London, United Kingdom

    12 h-index

    28 publications

    3.6K citations

  5. University of Pennsylvania

    Philadelphia, United States

    12 h-index

    39 publications

    46.6K citations

  6. University of Minnesota

    Minneapolis, United States

    11 h-index

    20 publications

    1.5K citations

  7. Stanford University

    Stanford, United States

    10 h-index

    19 publications

    1.3K citations

  8. University of California, Berkeley

    Berkeley, United States

    10 h-index

    19 publications

    3.2K citations

1–8 of 1.4K

Venues

  1. arXiv (Cornell University)

    Repository · 32 publications · 1.6K citations

    21

    h-index

  2. Journal of the American Medical Informatics Association

    JAMIA · 23 publications · 1.6K citations

    20

    h-index

  3. BMC Bioinformatics

    24 publications · 1.7K citations

    19

    h-index

  4. Journal of Biomedical Informatics

    22 publications · 1K citations

    17

    h-index

  5. PubMed

    Repository · 26 publications · 1.4K citations

    16

    h-index

1–5