Concepedia

Concept Normalization

Concept Normalization is a method in clinical knowledge representation that standardizes heterogeneous terminology instances by mapping them to a unified, canonical concept within a reference terminology, thereby enabling semantic interoperability across disparate health information systems.

68

Publications

3.3K

Citations

251

Authors

110

Institutions

Publications per year

2017–2026

41

Parents

Publications

68

DNorm: disease name normalization with pairwise learning to rank

Robert Leaman, Rezarta Islamaj, Zhiyong Lu · Bioinformatics · 2013 · 500 citations · Full text

, , +17

How families manage chronic conditions: An analysis of the concept of normalization

Kathleen A. Knafl, Janet A. Deatrick · Research in Nursing & Health · 1986 · 154 citations

, , +14

Data Evaluation and Enhancement for Quality Improvement of Machine Learning

Haihua Chen, Jiangping Chen · IEEE Transactions on Reliability · 2021 · 154 citations

, , +14

A new normalization technique for cursive handwritten words

Alessandro Vinciarelli, Juergen Luettin · Pattern Recognition Letters · 2001 · 141 citations · Full text

, , +12

Using rule-based natural language processing to improve disease normalization in biomedical text

Kang Ning, Bharat Singh, Zubair Afzal et al. · Journal of the American Medical Informatics Association · 2012 · 136 citations · Full text

, , +17

1–5 of 68

Authors

251

  1. CW
    Chunhua Weng

    Columbia University, United States

    4 publications · 138 citations

    4

    h-index

  2. SB
    Steven Bethard

    University of Arizona, United States

    3 publications · 188 citations

    3

    h-index

  3. CL
    Cong Liu

    Columbia University, United States

    3 publications · 128 citations

    3

    h-index

  4. ZL
    Zhiyong Lu

    National Center for Biotechnology Information, United States

    3 publications · 541 citations

    3

    h-index

  5. AR
    Anna Rumshisky

    University of Massachusetts Lowell, United States

    3 publications · 135 citations

    3

    h-index

1–5 of 251

Institutions

110

  1. Columbia University

    New York, United States

    6 h-index

    18 publications

    646 citations

  2. Boston Children's Hospital

    Boston, United States

    4 h-index

    10 publications

    644 citations

  3. Harvard University

    Cambridge, United States

    4 h-index

    9 publications

    633 citations

  4. University of Pennsylvania

    Philadelphia, United States

    4 h-index

    5 publications

    328 citations

  5. The University of Texas Health Science Center at Houston

    Houston, United States

    3 h-index

    8 publications

    234 citations

  6. University of Massachusetts Lowell

    Lowell, United States

    3 h-index

    6 publications

    270 citations

  7. University of Manchester

    Manchester, United Kingdom

    2 h-index

    4 publications

    318 citations

  8. University of Arizona

    Tucson, United States

    2 h-index

    7 publications

    249 citations

1–8 of 110

Venues

  1. Journal of the American Medical Informatics Association

    JAMIA · 11 publications · 603 citations

    10

    h-index

  2. Journal of Biomedical Informatics

    7 publications · 355 citations

    7

    h-index

  3. PubMed

    Repository · 6 publications · 157 citations

    6

    h-index

  4. BMC Bioinformatics

    3 publications · 126 citations

    3

    h-index

  5. Bioinformatics

    2 publications · 531 citations

    2

    h-index

1–5