Concepedia

Free-text Mining

Free-Text Mining is a computational methodology within the domain of public health surveillance that involves the systematic extraction and analysis of unstructured textual data from clinical or epidemiological records to identify and characterize Influenza-Like Illness indicators, distinguishing it from structured data analysis by its focus on natural language patterns and context-dependent symptom representation.

328

Publications

17.8K

Citations

1.4K

Authors

483

Institutions

Publications per year

2017–2026

130

Parents

Publications

328

MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports

Alistair E. W. Johnson, Tom Pollard, Seth J. Berkowitz et al. · Scientific Data · 2019 · 1.6K citations · Full text

, , +14

Learning Information Extraction Rules for Semi-Structured and Free Text

Stephen Soderland · Machine Learning · 1999 · 933 citations · Full text

, , +13

RelEx—Relation extraction using dependency parse trees

Katrin Fundel, Robert Küffner, Ralf Zimmer · Bioinformatics · 2006 · 569 citations · Full text

, , +17

Biomedical named entity recognition using conditional random fields and rich feature sets

Burr Settles · 2004 · 527 citations · Full text

, , +13

Keystroke analysis of free text

Daniele Gunetti, Claudia Picardi · ACM Transactions on Information and System Security · 2005 · 472 citations

, , +9

1–5 of 328

Authors

1.4K

  1. GN
    Goran Nenadić

    University of Manchester, United Kingdom

    5 publications · 180 citations

    5

    h-index

  2. LZ
    Li Zhou

    Brigham and Women's Hospital, United States

    4 publications · 155 citations

    4

    h-index

  3. RD
    Richard Dobson

    King's College London, United Kingdom

    4 publications · 139 citations

    4

    h-index

  4. BR
    Brett R. South

    University of Utah, United States

    4 publications · 134 citations

    4

    h-index

  5. MH
    Matthew H. Samore

    University of Utah, United States

    4 publications · 130 citations

    4

    h-index

1–5 of 1.4K

Institutions

483

  1. Harvard University

    Cambridge, United States

    11 h-index

    54 publications

    3.4K citations

  2. Stanford University

    Stanford, United States

    11 h-index

    36 publications

    3.4K citations

  3. King's College London

    London, United Kingdom

    9 h-index

    32 publications

    1.9K citations

  4. Brigham and Women's Hospital

    Boston, United States

    9 h-index

    49 publications

    1.6K citations

  5. University of Utah

    Salt Lake City, United States

    9 h-index

    38 publications

    1.3K citations

  6. Imperial College London

    London, United Kingdom

    7 h-index

    18 publications

    2.2K citations

  7. University of Pennsylvania

    Philadelphia, United States

    7 h-index

    12 publications

    1.2K citations

  8. University College London

    London, United Kingdom

    7 h-index

    32 publications

    1.1K citations

1–8 of 483

Venues

  1. PubMed

    Repository · 26 publications · 817 citations

    18

    h-index

  2. PLoS ONE

    11 publications · 315 citations

    11

    h-index

  3. Journal of Medical Internet Research

    6 publications · 594 citations

    6

    h-index

  4. Journal of the American Medical Informatics Association

    JAMIA · 6 publications · 398 citations

    6

    h-index

  5. BMC Bioinformatics

    5 publications · 311 citations

    5

    h-index

1–5