Concepedia

Context-aware Normalization

Context-Aware Normalization is a biomedical concept normalization method that incorporates document-level or cross-sentence contextual information to disambiguate and map ambiguous biomedical entities to standardized ontology entries, distinguishing it from local or token-level normalization approaches by leveraging broader textual context for improved semantic accuracy.

12

Publications

602

Citations

64

Authors

24

Institutions

Publications per year

2017–2026

8

Parents

Publications

12

Automatically Constructing a Normalisation Dictionary for Microblogs

Bo Han, Paul Cook, Timothy Baldwin · 2012 · 181 citations

, , +16

A framework for highly multiplexed dextramer mapping and prediction of T cell receptor sequences to antigen specificity

Wen Zhang, Peter G. Hawkins, Jing He et al. · Science Advances · 2021 · 115 citations · Full text

, , +17

BERT-based Ranking for Biomedical Entity Normalization

Zongcheng Ji, Qiang Wei, Hua Xu · arXiv (Cornell University) · 2019 · 93 citations · Full text

, , +13

Improving Distributional Semantic Vectors through Context Selection and Normalisation

Tamara Polajnar, Stephen Clark · 2014 · 33 citations · Full text

, , +11

Contextual normalization applied to aircraft gas turbine engine diagnosis

Peter D. Turney, Michael Halasz · Applied Intelligence · 1993 · 31 citations

, , +14

1–5 of 12

Authors

64

  1. SR
    Saravanan Ramakrishnan

    Indian Veterinary Research Institute, India

    1 publications · 18 citations

    1

    h-index

  2. SL
    Sungchang Lee

    Korea Aerospace University, South Korea

    1 publications · 17 citations

    1

    h-index

  3. JH
    Jing He

    Regeneron (United States), United States

    1 publications · 115 citations

    1

    h-index

  4. RW
    Rebecca W.Y. Chan

    Chinese University of Hong Kong, Hong Kong SAR China

    1 publications · 18 citations

    1

    h-index

  5. WZ
    Wen Zhang

    Regeneron (United States), United States

    1 publications · 115 citations

    1

    h-index

1–5 of 64

Institutions

24

  1. Assistance Publique – Hôpitaux de Paris

    Paris, France

    1 h-index

    1 publications

    31 citations

  2. Inserm

    Paris, France

    1 h-index

    2 publications

    62 citations

  3. Université Sorbonne Paris Nord

    Villetaneuse, France

    1 h-index

    2 publications

    62 citations

  4. Laboratoire d'Informatique Médicale et d'Ingénierie des Connaissances en e-Santé

    Paris, France

    1 h-index

    2 publications

    62 citations

  5. University of Helsinki

    Helsinki, Finland

    1 h-index

    1 publications

    14 citations

  6. Data61

    Sydney, Australia

    1 h-index

    2 publications

    362 citations

  7. National Research Council Canada

    Ottawa, Canada

    1 h-index

    2 publications

    62 citations

  8. Sorbonne Université

    Paris, France

    1 h-index

    2 publications

    62 citations

1–8 of 24

Venues

  1. Applied Intelligence

    1 publications · 31 citations

    1

    h-index

  2. International Conference on Machine Learning

    Conference · 1 publications · 15 citations

    1

    h-index

  3. BMC Bioinformatics

    1 publications · 26 citations

    1

    h-index

  4. Journal of Biomedical Informatics

    1 publications · 31 citations

    1

    h-index

  5. Science Advances

    1 publications · 115 citations

    1

    h-index

1–5