Concepedia

Medication Extraction

Medication Extraction is a natural language processing task that identifies and classifies references to medications in clinical text, distinguishing it from other clinical entity extraction tasks by focusing specifically on pharmaceutical substances and their attributes.

78

Publications

4.5K

Citations

310

Authors

136

Institutions

Publications per year

2017–2026

25

Parents

Publications

78

MedEx: a medication information extraction system for clinical narratives

Hanzhang Xu, Shane P. Stenner, Son Doan et al. · Journal of the American Medical Informatics Association · 2010 · 554 citations · Full text

, , +15

Extracting medication information from clinical text

Özlem Uzuner, Imre Solti, Eithon Cadag · Journal of the American Medical Informatics Association · 2010 · 471 citations · Full text

, , +12

2018 n2c2 shared task on adverse drug events and medication extraction in electronic health records

Sam Henry, Kevin Buchan, Michele Filannino et al. · Journal of the American Medical Informatics Association · 2019 · 313 citations · Full text

, , +17

Structured prediction models for RNN based sequence labeling in clinical text

Abhyuday Jagannatha, Hong Yu · 2016 · 203 citations · Full text

, , +14

High accuracy information extraction of medication information from clinical notes: 2009 i2b2 medication extraction challenge

Jon Patrick, Min Li · Journal of the American Medical Informatics Association · 2010 · 166 citations · Full text

, , +11

1–5 of 78

Authors

310

  1. IS
    Imre Solti

    Cincinnati Children's Hospital Medical Center, United States

    7 publications · 727 citations

    7

    h-index

  2. ÖU
    Özlem Uzuner

    University at Albany, State University of New York, United States

    7 publications · 901 citations

    7

    h-index

  3. JC
    Joshua C. Denny

    Vanderbilt University, United States

    6 publications · 810 citations

    6

    h-index

  4. HX
    Hua Xu

    The University of Texas Health Science Center at Houston, United States

    6 publications · 401 citations

    6

    h-index

  5. LD
    Louise Deléger

    Laboratoire d'Informatique pour la Mécanique et les Sciences de l'Ingénieur, France

    5 publications · 277 citations

    5

    h-index

1–5 of 310

Institutions

136

  1. Vanderbilt University

    Nashville, United States

    6 h-index

    30 publications

    5.2K citations

  2. Cincinnati Children's Hospital Medical Center

    Cincinnati, United States

    5 h-index

    24 publications

    1.4K citations

  3. University at Albany, State University of New York

    Albany, United States

    5 h-index

    7 publications

    983 citations

  4. Albany State University

    Albany, United States

    4 h-index

    4 publications

    861 citations

  5. University of Utah

    Salt Lake City, United States

    4 h-index

    21 publications

    643 citations

  6. University of Washington

    Seattle, United States

    4 h-index

    10 publications

    1.2K citations

  7. University of Manchester

    Manchester, United Kingdom

    3 h-index

    11 publications

    495 citations

  8. George Mason University

    Fairfax, United States

    3 h-index

    9 publications

    1K citations

1–8 of 136

Venues

  1. Journal of the American Medical Informatics Association

    JAMIA · 25 publications · 2.8K citations

    24

    h-index

  2. PubMed

    Repository · 13 publications · 499 citations

    11

    h-index

  3. BMC Medical Informatics and Decision Making

    4 publications · 138 citations

    4

    h-index

  4. Journal of Biomedical Informatics

    4 publications · 135 citations

    4

    h-index

  5. Studies in health technology and informatics

    Book series · 3 publications · 46 citations

    3

    h-index

1–5