Concepedia

Knowledge-based Signal Detection

Knowledge-Based Signal Detection is a systematic method for identifying potential adverse drug reactions by leveraging predefined biomedical knowledge, such as drug and disease ontologies or established pharmacological relationships, to distinguish meaningful safety signals from background noise in clinical or observational data.

27

Publications

1.1K

Citations

100

Authors

50

Institutions

Publications per year

2017–2026

9

Parents

Publications

27

Signal Detectability and Medical Decision-Making

Lee B. Lusted · Science · 1971 · 302 citations

, , +14

Combing signals from spontaneous reports and electronic health records for detection of adverse drug reactions

Rave Harpaz, Santiago Vilar, William DuMouchel et al. · Journal of the American Medical Informatics Association · 2012 · 175 citations · Full text

, , +17

Knowledge-Based Adaptive Detection: Joint Exploitation of Clutter and System Symmetry Properties

Chengpeng Hao, Danilo Orlando, Goffredo Foglia et al. · IEEE Signal Processing Letters · 2016 · 67 citations

, , +13

Implementation of automated signal generation in pharmacovigilance using a knowledge-based approach

Cédric Bousquet, Corneliu Hénégar, Agnés Lillo‐Le Louët et al. · International Journal of Medical Informatics · 2005 · 55 citations

, , +14

Idea mining for web-based weak signal detection

Dirk Thorleuchter, Dirk Van den Poel · Futures · 2014 · 41 citations

, , +13

1–5 of 27

Authors

100

  1. NH
    Nigam H. Shah

    Stanford University, United States

    4 publications · 242 citations

    4

    h-index

  2. RH
    Rave Harpaz

    Stanford University, United States

    3 publications · 226 citations

    3

    h-index

  3. PS
    Peng‐Lang Shui

    Xidian University, China

    2 publications · 30 citations

    2

    h-index

  4. EE
    Elizabeth E. Roughead

    University of South Australia, Australia

    2 publications · 49 citations

    2

    h-index

  5. WD
    William DuMouchel

    Oracle (United States), United States

    2 publications · 214 citations

    2

    h-index

1–5 of 100

Institutions

50

  1. Stanford University

    Stanford, United States

    4 h-index

    7 publications

    472 citations

  2. University of South Australia

    Adelaide, Australia

    2 h-index

    10 publications

    245 citations

  3. Xidian University

    Xi'an, China

    2 h-index

    6 publications

    90 citations

  4. Oracle (United States)

    Austin, United States

    2 h-index

    3 publications

    253 citations

  5. Harvard University

    Cambridge, United States

    2 h-index

    5 publications

    131 citations

  6. Roma Tre University

    Rome, Italy

    1 h-index

    1 publications

    67 citations

  7. Maniero Elettronica (Italy)

    Viale, Italy

    1 h-index

    1 publications

    67 citations

  8. Columbia University Irving Medical Center

    New York, United States

    1 h-index

    6 publications

    1.1K citations

1–8 of 50

Venues

  1. Artificial Intelligence in Medicine

    AIM · 2 publications · 26 citations

    2

    h-index

  2. Journal of Biomedical Informatics

    2 publications · 67 citations

    2

    h-index

  3. Digital Signal Processing

    1 publications · 14 citations

    1

    h-index

  4. Journal of the American Medical Informatics Association

    JAMIA · 1 publications · 175 citations

    1

    h-index

  5. PubMed

    Repository · 1 publications · 12 citations

    1

    h-index

1–5