Concepedia

Phenotype Algorithm Validation

Phenotype Algorithm Validation is a methodological process that assesses the accuracy, reliability, and generalizability of computational algorithms designed to identify or classify phenotypic traits from biomedical data, ensuring their performance meets predefined scientific standards across diverse populations and data sources.

18

Publications

2K

Citations

170

Authors

57

Institutions

Publications per year

2017–2026

10

Parents

Publications

18

Validation of electronic medical record-based phenotyping algorithms: results and lessons learned from the eMERGE network

Katherine M. Newton, Peggy Peissig, A. N. Kho et al. · Journal of the American Medical Informatics Association · 2013 · 426 citations · Full text

, , +15

PheKB: a catalog and workflow for creating electronic phenotype algorithms for transportability

Jacqueline Kirby, Peter Speltz, Luke V. Rasmussen et al. · Journal of the American Medical Informatics Association · 2016 · 386 citations · Full text

, , +15

Portability of an algorithm to identify rheumatoid arthritis in electronic health records

Robert J. Carroll, Will K Thompson, Anne E. Eyler et al. · Journal of the American Medical Informatics Association · 2012 · 248 citations · Full text

, , +15

Global cluster geometry optimization by a phenotype algorithm with Niches: Location of elusive minima, and low-order scaling with cluster size

Bernd Hartke · Journal of Computational Chemistry · 1999 · 167 citations

, , +13

A Fast and Accurate Algorithm to Test for Binary Phenotypes and Its Application to PheWAS

Rounak Dey, Ellen M. Schmidt, Gonçalo R. Abecasis et al. · The American Journal of Human Genetics · 2017 · 165 citations

, , +10

1–5 of 18

Authors

170

  1. JA
    Jennifer A. Pacheco

    Northwestern University, United States

    5 publications · 1.1K citations

    5

    h-index

  2. JC
    Joshua C. Denny

    Vanderbilt University, United States

    5 publications · 1.1K citations

    5

    h-index

  3. LV
    Luke V. Rasmussen

    Northwestern University, United States

    4 publications · 859 citations

    4

    h-index

  4. KP
    Katherine P. Liao

    Brigham and Women's Hospital, United States

    3 publications · 376 citations

    3

    h-index

  5. SN
    Shawn N. Murphy

    Massachusetts General Hospital, United States

    3 publications · 372 citations

    3

    h-index

1–5 of 170

Institutions

57

  1. Northwestern University

    Evanston, United States

    5 h-index

    24 publications

    4.2K citations

  2. Harvard University

    Cambridge, United States

    4 h-index

    19 publications

    1.9K citations

  3. Brigham and Women's Hospital

    Boston, United States

    4 h-index

    13 publications

    1.3K citations

  4. Mayo Clinic in Arizona

    Scottsdale, United States

    4 h-index

    9 publications

    670 citations

  5. Mayo Clinic in Florida

    Jacksonville, United States

    4 h-index

    9 publications

    1K citations

  6. Columbia University

    New York, United States

    3 h-index

    7 publications

    225 citations

  7. Vanderbilt University

    Nashville, United States

    3 h-index

    11 publications

    2.6K citations

  8. Mayo Clinic

    Rochester, United States

    3 h-index

    7 publications

    1.4K citations

1–8 of 57

Venues

  1. Journal of the American Medical Informatics Association

    JAMIA · 4 publications · 1.1K citations

    4

    h-index

  2. Journal of Biomedical Informatics

    3 publications · 97 citations

    3

    h-index

  3. Journal of Computational Chemistry

    2 publications · 323 citations

    2

    h-index

  4. Applied Clinical Informatics

    ACI · 1 publications · 16 citations

    1

    h-index

  5. Thrombosis and Haemostasis

    1 publications · 36 citations

    1

    h-index

1–5