Concepedia

Clinical Document Classification

Clinical Document Classification is a computational method that categorizes clinical documents into predefined classes based on their semantic content, distinguished from other document-level NLP tasks by its focus on medical context and clinical workflow relevance.

209

Publications

11.6K

Citations

972

Authors

329

Institutions

Publications per year

2017–2026

118

Parents

Publications

209

Clinical Classification of Age-related Macular Degeneration

Frederick L. Ferris, Charles P. Wilkinson, Alan C. Bird et al. · Ophthalmology · 2013 · 1.8K citations · Full text

, , +14

Using ChatGPT to write patient clinic letters

Stephen R Ali, Thomas D. Dobbs, Hayley Hutchings et al. · The Lancet Digital Health · 2023 · 387 citations · Full text

, , +15

A shared task involving multi-label classification of clinical free text

John Pestian, C. Brew, Paweł Matykiewicz et al. · 2007 · 360 citations · Full text

, , +13

Machine learning based approaches for detecting COVID-19 using clinical text data

Akib Mohi Ud Din Khanday, Syed Tanzeel Rabani, Qamar Rayees Khan et al. · International Journal of Information Technology · 2020 · 334 citations · Full text

, , +17

Machine-learned solutions for three stages of clinical information extraction: the state of the art at i2b2 2010

Berry de Bruijn, Colin Cherry, Svetlana Kiritchenko et al. · Journal of the American Medical Informatics Association · 2011 · 240 citations · Full text

, , +17

1–5 of 209

Authors

972

  1. AW
    Adam Wilcox

    Columbia University, United States

    4 publications · 183 citations

    4

    h-index

  2. WW
    Wendy W. Chapman

    University of Pittsburgh, United States

    4 publications · 271 citations

    4

    h-index

  3. GH
    George Hripcsak

    Columbia University, United States

    3 publications · 93 citations

    3

    h-index

  4. YL
    Yuan Luo

    Northwestern University, United States

    3 publications · 254 citations

    3

    h-index

  5. PS
    Peter Szolovits

    Massachusetts Institute of Technology, United States

    3 publications · 298 citations

    3

    h-index

1–5 of 972

Institutions

329

  1. University of Utah

    Salt Lake City, United States

    12 h-index

    54 publications

    2K citations

  2. Mayo Clinic

    Rochester, United States

    8 h-index

    25 publications

    842 citations

  3. Columbia University

    New York, United States

    6 h-index

    15 publications

    859 citations

  4. University of Pittsburgh

    Pittsburgh, United States

    6 h-index

    19 publications

    1.2K citations

  5. Harvard University

    Cambridge, United States

    6 h-index

    32 publications

    2K citations

  6. VA Salt Lake City Healthcare System

    Salt Lake City, United States

    6 h-index

    15 publications

    580 citations

  7. Mayo Clinic in Florida

    Jacksonville, United States

    5 h-index

    12 publications

    862 citations

  8. George Washington University

    Washington, United States

    5 h-index

    10 publications

    297 citations

1–8 of 329

Venues

  1. Journal of the American Medical Informatics Association

    JAMIA · 22 publications · 1.6K citations

    20

    h-index

  2. PubMed

    Repository · 22 publications · 707 citations

    14

    h-index

  3. Journal of Biomedical Informatics

    14 publications · 937 citations

    13

    h-index

  4. arXiv (Cornell University)

    Repository · 9 publications · 200 citations

    9

    h-index

  5. BMC Medical Informatics and Decision Making

    8 publications · 498 citations

    8

    h-index

1–5