Concepedia

Clinical Data Modeling

Clinical Data Modeling is the systematic process of structuring, organizing, and representing clinical information entities and their relationships within a formal framework to support standardized, interoperable, and computable health data use in clinical care, research, and decision-making.

796

Publications

43.1K

Citations

3.5K

Authors

1.1K

Institutions

Publications per year

2017–2026

361

Parents

Children

Publications

796

Federated learning of predictive models from federated Electronic Health Records

Theodora S. Brisimi, Ruidi Chen, Theofanie Mela et al. · International Journal of Medical Informatics · 2018 · 971 citations

, , +11

Modern modelling techniques are data hungry: a simulation study for predicting dichotomous endpoints

Tjeerd van der Ploeg, Peter C. Austin, Ewout W. Steyerberg · BMC Medical Research Methodology · 2014 · 796 citations · Full text

, , +17

Federated learning for predicting clinical outcomes in patients with COVID-19

Ittai Dayan, Holger R. Roth, Aoxiao Zhong et al. · Nature Medicine · 2021 · 720 citations · Full text

, , +17

Deep Learning—A Technology With the Potential to Transform Health Care

Geoffrey E. Hinton · JAMA · 2018 · 678 citations

, , +12

Clinical versus Statistical Prediction.

Raymond F. Sletto, Paul E. Meehl · American Sociological Review · 1955 · 637 citations

, , +11

1–5 of 796

Authors

3.5K

  1. CC
    Carlo Combi

    University of Verona, Italy

    13 publications · 384 citations

    13

    h-index

  2. SM
    Stanley M. Huff

    University of Utah, United States

    11 publications · 401 citations

    11

    h-index

  3. CG
    Christopher G. Chute

    Mayo Clinic, United States

    10 publications · 492 citations

    10

    h-index

  4. HD
    Huilong Duan

    Zhejiang University, China

    10 publications · 581 citations

    10

    h-index

  5. NH
    Nigam H. Shah

    Stanford University, United States

    11 publications · 517 citations

    10

    h-index

1–5 of 3.5K

Institutions

1.1K

  1. Stanford University

    Stanford, United States

    24 h-index

    114 publications

    16.6K citations

  2. Harvard University

    Cambridge, United States

    21 h-index

    71 publications

    13.6K citations

  3. University of Utah

    Salt Lake City, United States

    16 h-index

    38 publications

    2.8K citations

  4. Zhejiang University

    Hangzhou, China

    15 h-index

    78 publications

    4K citations

  5. Johns Hopkins University

    Baltimore, United States

    14 h-index

    31 publications

    1.7K citations

  6. University College London

    London, United Kingdom

    13 h-index

    31 publications

    2.6K citations

  7. Mayo Clinic in Florida

    Jacksonville, United States

    13 h-index

    56 publications

    2.3K citations

  8. Massachusetts General Hospital

    Boston, United States

    13 h-index

    31 publications

    6K citations

1–8 of 1.1K

Venues

  1. PubMed

    Repository · 77 publications · 3K citations

    29

    h-index

  2. Journal of the American Medical Informatics Association

    JAMIA · 43 publications · 2.9K citations

    28

    h-index

  3. Journal of Biomedical Informatics

    47 publications · 2.4K citations

    28

    h-index

  4. BMC Medical Informatics and Decision Making

    23 publications · 1.5K citations

    18

    h-index

  5. Artificial Intelligence in Medicine

    AIM · 21 publications · 1.2K citations

    16

    h-index

1–5