Concepedia

Phenotype Algorithms

Phenotype Algorithm is a computational method that systematically identifies and classifies observable traits or clinical characteristics of individuals within a cohort by applying defined rules, statistical models, or machine learning techniques to electronic health records, genomic data, or other biomedical datasets.

50

Publications

3.4K

Citations

381

Authors

158

Institutions

Publications per year

2017–2026

29

Variants

Phenotyping Algorithms

Parents

Publications

50

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

Development of phenotype algorithms using electronic medical records and incorporating natural language processing

Katherine P. Liao, Tianrun Cai, Guergana Savova et al. · BMJ · 2015 · 301 citations · Full text

, , +17

Effective diagnosis of genetic disease by computational phenotype analysis of the disease-associated genome

Tomasz Żemojtel, Sebastian Köhler, Luisa Mackenroth et al. · Science Translational Medicine · 2014 · 266 citations · Full text

, , +17

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

1–5 of 50

Authors

381

  1. JC
    Joshua C. Denny

    Vanderbilt University, United States

    10 publications · 1.4K citations

    10

    h-index

  2. JA
    Jennifer A. Pacheco

    Northwestern University, United States

    10 publications · 1.4K citations

    10

    h-index

  3. LV
    Luke V. Rasmussen

    Northwestern University, United States

    8 publications · 1.1K citations

    8

    h-index

  4. PP
    Peggy Peissig

    Marshfield Clinic, United States

    6 publications · 1K citations

    6

    h-index

  5. JP
    Jyotishman Pathak

    Cornell University, United States

    6 publications · 651 citations

    6

    h-index

1–5 of 381

Institutions

158

  1. Northwestern University

    Evanston, United States

    11 h-index

    53 publications

    5.8K citations

  2. Mass General Brigham

    Boston, United States

    6 h-index

    13 publications

    1.5K citations

  3. Vanderbilt University

    Nashville, United States

    6 h-index

    23 publications

    3.6K citations

  4. Columbia University

    New York, United States

    6 h-index

    10 publications

    350 citations

  5. Mayo Clinic in Arizona

    Scottsdale, United States

    6 h-index

    8 publications

    676 citations

  6. Harvard University

    Cambridge, United States

    6 h-index

    21 publications

    3.5K citations

  7. Vanderbilt University Medical Center

    Nashville, United States

    5 h-index

    28 publications

    3K citations

  8. Children's Hospital of Philadelphia

    Philadelphia, United States

    5 h-index

    22 publications

    551 citations

1–8 of 158

Venues

  1. Journal of the American Medical Informatics Association

    JAMIA · 8 publications · 1.4K citations

    8

    h-index

  2. PubMed

    Repository · 5 publications · 103 citations

    6

    h-index

  3. Journal of Biomedical Informatics

    4 publications · 130 citations

    4

    h-index

  4. Journal of Computational Chemistry

    2 publications · 323 citations

    2

    h-index

  5. BMJ Open

    1 publications · 24 citations

    2

    h-index

1–5