Concepedia

Computational Phenotyping Algorithms

Computational Phenotyping Algorithms is a systematic method that leverages computational techniques to derive and define disease phenotypes from complex biomedical data by identifying meaningful patterns indicative of clinical traits, thereby distinguishing it from general data analysis approaches through its specific focus on phenotype inference in healthcare and life sciences research.

109

Publications

8.4K

Citations

838

Authors

401

Institutions

Publications per year

2017–2026

77

Parents

Publications

109

PheWAS: demonstrating the feasibility of a phenome-wide scan to discover gene–disease associations

Joshua C. Denny, Marylyn D. Ritchie, Melissa Basford et al. · Bioinformatics · 2010 · 1.3K citations · Full text

, , +16

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

Machine Learning-Based Phenogrouping in Heart Failure to Identify Responders to Cardiac Resynchronization Therapy

Maja Čikeš, Sergio Sanchez‐Martinez, Brian Claggett et al. · European Journal of Heart Failure · 2018 · 282 citations · Full text

, , +14

1–5 of 109

Authors

838

  1. JC
    Joshua C. Denny

    Vanderbilt University, United States

    11 publications · 2.8K citations

    11

    h-index

  2. JA
    Jennifer A. Pacheco

    Northwestern University, United States

    9 publications · 1.3K citations

    9

    h-index

  3. JP
    Jyotishman Pathak

    Cornell University, United States

    9 publications · 714 citations

    9

    h-index

  4. LV
    Luke V. Rasmussen

    Northwestern University, United States

    8 publications · 1K citations

    8

    h-index

  5. MH
    Melissa Haendel

    Oregon Health & Science University, United States

    6 publications · 405 citations

    6

    h-index

1–5 of 838

Institutions

401

  1. Harvard University

    Cambridge, United States

    15 h-index

    63 publications

    5K citations

  2. Northwestern University

    Evanston, United States

    13 h-index

    51 publications

    5.2K citations

  3. Vanderbilt University

    Nashville, United States

    12 h-index

    40 publications

    17.3K citations

  4. Brigham and Women's Hospital

    Boston, United States

    11 h-index

    34 publications

    3.2K citations

  5. Vanderbilt University Medical Center

    Nashville, United States

    10 h-index

    65 publications

    5.2K citations

  6. Mass General Brigham

    Boston, United States

    8 h-index

    23 publications

    1.8K citations

  7. Massachusetts General Hospital

    Boston, United States

    8 h-index

    16 publications

    1.9K citations

  8. Cornell University

    Ithaca, United States

    7 h-index

    22 publications

    725 citations

1–8 of 401

Venues

  1. Journal of the American Medical Informatics Association

    JAMIA · 12 publications · 1.6K citations

    12

    h-index

  2. PubMed

    Repository · 6 publications · 368 citations

    6

    h-index

  3. Journal of Biomedical Informatics

    5 publications · 281 citations

    5

    h-index

  4. Scientific Reports

    5 publications · 116 citations

    5

    h-index

  5. Bioinformatics

    3 publications · 1.4K citations

    3

    h-index

1–5