Concepedia

Clinical Text Summarization

Clinical Text Summarization is a computational method within Clinical Natural Language Processing that generates concise, accurate, and clinically relevant summaries from electronic health records or other clinical documents by identifying and preserving essential medical information while omitting redundant or non-essential content.

210

Publications

13.5K

Citations

883

Authors

355

Institutions

Publications per year

2017–2026

112

Parents

Publications

210

Publicly Available Clinical

Emily Alsentzer, John R. Murphy, William Boag et al. · 2019 · 1.6K citations · Full text

, , +14

A Simple Algorithm for Identifying Negated Findings and Diseases in Discharge Summaries

Wendy W. Chapman, Will Bridewell, Paul Hanbury et al. · Journal of Biomedical Informatics · 2001 · 1.1K citations

, , +16

Publicly Available Clinical BERT Embeddings

Emily Alsentzer, John R. Murphy, Willie Boag et al. · arXiv (Cornell University) · 2019 · 726 citations · Full text

, , +16

Adapted large language models can outperform medical experts in clinical text summarization

Dave Van Veen, Cara Van Uden, Louis Blankemeier et al. · Nature Medicine · 2024 · 664 citations · Full text

, , +15

Evaluating large language models on medical evidence summarization

Liyan Tang, Zhaoyi Sun, Betina Idnay et al. · npj Digital Medicine · 2023 · 367 citations · Full text

, , +15

1–5 of 210

Authors

883

  1. ER
    Ehud Reiter

    University of Aberdeen, United Kingdom

    8 publications · 581 citations

    8

    h-index

  2. HL
    Hongfang Liu

    Mayo Clinic in Florida, United States

    7 publications · 198 citations

    7

    h-index

  3. NE
    Noémie Elhadad

    Columbia University, United States

    6 publications · 306 citations

    6

    h-index

  4. SS
    Somayajulu Sripada

    University of Aberdeen, United Kingdom

    5 publications · 514 citations

    5

    h-index

  5. MF
    Marcelo Fiszman

    United States National Library of Medicine, United States

    5 publications · 222 citations

    5

    h-index

1–5 of 883

Institutions

355

  1. Columbia University

    New York, United States

    17 h-index

    49 publications

    4.7K citations

  2. Harvard University

    Cambridge, United States

    8 h-index

    23 publications

    974 citations

  3. Stanford University

    Stanford, United States

    8 h-index

    54 publications

    11K citations

  4. University of Aberdeen

    Aberdeen, United Kingdom

    8 h-index

    20 publications

    2K citations

  5. National Institutes of Health

    Bethesda, United States

    7 h-index

    19 publications

    1.3K citations

  6. Vanderbilt University

    Nashville, United States

    6 h-index

    11 publications

    571 citations

  7. University of Utah

    Salt Lake City, United States

    6 h-index

    10 publications

    514 citations

  8. United States National Library of Medicine

    Bethesda, United States

    6 h-index

    15 publications

    1.1K citations

1–8 of 355

Venues

  1. PubMed

    Repository · 27 publications · 1.1K citations

    19

    h-index

  2. Journal of the American Medical Informatics Association

    JAMIA · 16 publications · 1.1K citations

    15

    h-index

  3. Journal of Biomedical Informatics

    14 publications · 2K citations

    13

    h-index

  4. arXiv (Cornell University)

    Repository · 11 publications · 1K citations

    10

    h-index

  5. BMC Medical Informatics and Decision Making

    5 publications · 248 citations

    5

    h-index

1–5