Concepedia

Natural Language Processing Phenotyping

Natural Language Processing Phenotyping is a computational methodology within biomedical informatics that uses natural language processing techniques to extract and classify phenotypic information from unstructured clinical text for cohort identification.

56

Publications

2.7K

Citations

395

Authors

159

Institutions

Publications per year

2017–2026

45

Variants

Nlp Phenotyping

Parents

Publications

56

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

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives

Sebastian Gehrmann, Franck Dernoncourt, Yeran Li et al. · PLoS ONE · 2018 · 221 citations · Full text

, , +17

Validation of Electronic Health Record Phenotyping of Bipolar Disorder Cases and Controls

Víctor M. Castro, Jessica Minnier, Shawn N. Murphy et al. · American Journal of Psychiatry · 2014 · 159 citations · Full text

, , +17

Naïve Electronic Health Record phenotype identification for Rheumatoid arthritis.

Robert J. Carroll, Anne E. Eyler, Joshua C. Denny · PubMed · 2011 · 112 citations · Full text

, , +17

Two-stage Federated Phenotyping and Patient Representation Learning

Dianbo Liu, Dmitriy Dligach, Timothy A. Miller · 2019 · 101 citations · Full text

, , +16

1–5 of 56

Authors

395

  1. EW
    Elizabeth W. Karlson

    Brigham and Women's Hospital, United States

    3 publications · 420 citations

    3

    h-index

  2. IS
    Isaac S. Kohane

    Harvard University, United States

    3 publications · 560 citations

    3

    h-index

  3. TC
    Tianxi Cai

    Harvard University, United States

    3 publications · 343 citations

    3

    h-index

  4. SC
    Susanne Churchill

    Mass General Brigham, United States

    3 publications · 560 citations

    3

    h-index

  5. DD
    Dmitriy Dligach

    Loyola University Chicago, United States

    3 publications · 223 citations

    3

    h-index

1–5 of 395

Institutions

159

  1. Harvard University

    Cambridge, United States

    9 h-index

    68 publications

    5.9K citations

  2. Massachusetts General Hospital

    Boston, United States

    6 h-index

    41 publications

    3.1K citations

  3. Brigham and Women's Hospital

    Boston, United States

    4 h-index

    25 publications

    1.6K citations

  4. Mass General Brigham

    Boston, United States

    3 h-index

    30 publications

    4.7K citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    4 publications

    843 citations

  6. Boston Children's Hospital

    Boston, United States

    3 h-index

    7 publications

    625 citations

  7. Loyola University Chicago

    Chicago, United States

    3 h-index

    9 publications

    741 citations

  8. Health Data Research UK

    London, United Kingdom

    3 h-index

    8 publications

    166 citations

1–8 of 159

Venues

  1. PubMed

    Repository · 6 publications · 232 citations

    6

    h-index

  2. BMC Medical Informatics and Decision Making

    3 publications · 106 citations

    3

    h-index

  3. Journal of Medical Internet Research

    3 publications · 69 citations

    3

    h-index

  4. Studies in health technology and informatics

    Book series · 3 publications · 100 citations

    3

    h-index

  5. Journal of Biomedical Informatics

    2 publications · 79 citations

    2

    h-index

1–5