Articles producció científicaEnginyeria Informàtica i Matemàtiques

µ-ANT: Semantic Microaggregation-based Anonymization Tool

  • Identification data

    Identifier:  imarina:6062426
    Handle: https://hdl.handle.net/20.500.11797/imarina6062426
    Authors:  Sanchez, David; Martinez, Sergio; Domingo-Ferrer, Josep; Soria-Comas, Jordi; Batet, Montserrat
    Abstract:
    © 2019 The Author(s). Published by Oxford University Press. Motivation: Detailed patient data are crucial for medical research. Yet, these healthcare data can only be released for secondary use if they have undergone anonymization. Results: We present and describe μ-ANT, a practical and easily configurable anonymization tool for (healthcare) data. It implements several state-of-the-art methods to offer robust privacy guarantees and preserve the utility of the anonymized data as much as possible. μ-ANT also supports the heterogenous attribute types commonly found in electronic healthcare records and targets both practitioners and software developers interested in data anonymization.

  • Others:

    Link to the original source: https://academic.oup.com/bioinformatics/article/36/5/1652/5588845
    APA: Sanchez, David; Martinez, Sergio; Domingo-Ferrer, Josep; Soria-Comas, Jordi; Batet, Montserrat (2020). µ-ANT: Semantic Microaggregation-based Anonymization Tool. Bioinformatics, 36(5), 1652-1653. DOI: 10.1093/bioinformatics/btz792
    Paper original source: Bioinformatics. 36 (5): 1652-1653
    Article's DOI: 10.1093/bioinformatics/btz792
    Journal publication year: 2020
    Entity: Universitat Rovira i Virgili
    Paper version: info:eu-repo/semantics/submittedVersion
    Record's date: 2024-10-12
    First page: 1652
    URV's Author/s: Batet Sanromà, Montserrat / Domingo Ferrer, Josep / Martinez Lluis, Sergio / Sánchez Ruenes, David / SORIA COMAS, JORGE
    Department: Enginyeria Informàtica i Matemàtiques
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Publication Type: Journal Publications
    Last page: 1653
    ISSN: 1367-4803
    Author, as appears in the article.: Sanchez, David; Martinez, Sergio; Domingo-Ferrer, Josep; Soria-Comas, Jordi; Batet, Montserrat
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    Journal volume: 36
    Thematic Areas: Statistics and probability, Statistics & probability, Odontología, Nutrição, Molecular biology, Medicina veterinaria, Medicina ii, Medicina i, Mathematics, interdisciplinary applications, Mathematical & computational biology, Matemática / probabilidade e estatística, Interdisciplinar, General medicine, Engenharias iv, Economia, Computer science, interdisciplinary applications, Computer science applications, Computational theory and mathematics, Computational mathematics, Ciências biológicas iii, Ciências biológicas ii, Ciências biológicas i, Ciências agrárias i, Ciência da computação, Biotecnología, Biotechnology & applied microbiology, Biology, miscellaneous, Biodiversidade, Biochemistry, Biochemical research methods, Astronomia / física
    Author's mail: montserrat.batet@urv.cat, david.sanchez@urv.cat, sergio.martinezl@urv.cat, josep.domingo@urv.cat

  • Keywords:

    Software
    Semantics
    Privacy
    Humans
    Data anonymization
    Biomedical research
    Biochemical Research Methods
    Biochemistry
    Biology
    Miscellaneous
    Biotechnology & Applied Microbiology
    Computational Mathematics
    Computational Theory and Mathematics
    Computer Science Applications
    Computer Science
    Interdisciplinary Applications
    Mathematical & Computational Biology
    Mathematics
    Molecular Biolog
    Statistics and probability
    Statistics & probability
    Odontología
    Nutrição
    Molecular biology
    Medicina veterinaria
    Medicina ii
    Medicina i
    Matemática / probabilidade e estatística
    Interdisciplinar
    General medicine
    Engenharias iv
    Economia
    Ciências biológicas iii
    Ciências biológicas ii
    Ciências biológicas i
    Ciências agrárias i
    Ciência da computação
    Biotecnología
    Biodiversidade
    Astronomia / física

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