Concepedia

Case Classification Algorithms

Case Classification Algorithms is a computational method that systematically categorizes individual instances into predefined case types by applying rule-based or machine learning techniques to distinguish diagnostic or operational criteria within case definition management frameworks.

98

Publications

4.8K

Citations

413

Authors

191

Institutions

Publications per year

2017–2026

30

Parents

Publications

98

Guidelines for case classification for the national birth defects prevention study

Sonja A. Rasmussen, Richard S. Olney, Lewis B. Holmes et al. · Birth Defects Research Part A Clinical and Molecular Teratology · 2003 · 580 citations

, , +11

Using machine learning to predict decisions of the European Court of Human Rights

Masha Medvedeva, Michel Vols, Martijn Wieling · Artificial Intelligence and Law · 2019 · 413 citations · Full text

, , +17

Comparative Experiments on Disambiguating Word Senses: An Illustration of the Role of Bias in Machine Learning

Raymond J. Mooney · ArXiv.org · 1996 · 194 citations · Full text

, , +13

Accuracy of Administrative Data for Identifying Patients With Pneumonia

Dominik Aronsky, Peter J. Haug, Charles Lagor et al. · American Journal of Medical Quality · 2005 · 185 citations

, , +15

Automatically classifying case texts and predicting outcomes

Kevin D. Ashley, Stefanie Brüninghaus · Artificial Intelligence and Law · 2009 · 158 citations

, , +14

1–5 of 98

Authors

413

  1. RB
    Robert Ball

    Center for Biologics Evaluation and Research, United States

    4 publications · 109 citations

    4

    h-index

  2. TB
    Taxiarchis Botsis

    Center for Biologics Evaluation and Research, United States

    4 publications · 109 citations

    4

    h-index

  3. PJ
    Peter J. Haug

    University of Utah, United States

    3 publications · 326 citations

    3

    h-index

  4. DA
    D. A. Andrews

    Carleton University, Canada

    3 publications · 85 citations

    3

    h-index

  5. EJ
    Emily Jane Woo

    Center for Biologics Evaluation and Research, United States

    3 publications · 85 citations

    3

    h-index

1–5 of 413

Institutions

191

  1. University of Pittsburgh

    Pittsburgh, United States

    6 h-index

    17 publications

    805 citations

  2. Center for Biologics Evaluation and Research

    Silver Spring, United States

    4 h-index

    14 publications

    444 citations

  3. Centers for Disease Control and Prevention

    Atlanta, United States

    3 h-index

    12 publications

    2.2K citations

  4. UiT The Arctic University of Norway

    Tromsø, Norway

    3 h-index

    3 publications

    85 citations

  5. GITAM University

    Visakhapatnam, India

    2 h-index

    8 publications

    164 citations

  6. Robert Koch Institute

    Berlin, Germany

    2 h-index

    10 publications

    636 citations

  7. University of Louisville

    Louisville, United States

    2 h-index

    5 publications

    134 citations

  8. World Health Organization

    Geneva, Switzerland

    2 h-index

    3 publications

    111 citations

1–8 of 191

Venues

  1. PubMed

    Repository · 4 publications · 92 citations

    4

    h-index

  2. Procedia Computer Science

    3 publications · 106 citations

    3

    h-index

  3. Expert Systems with Applications

    3 publications · 185 citations

    3

    h-index

  4. Journal of Consulting and Clinical Psychology

    2 publications · 32 citations

    2

    h-index

  5. Applied Soft Computing

    2 publications · 69 citations

    2

    h-index

1–5