Conjunts de dades de producció científicaEnginyeria Informàtica i Matemàtiques

eHealth_hclinic_340250_clarus.zip

  • Dades identificatives

    Identificador:  PC:2467
    Autors:  Santiago Iriso (Fundació Clínic per la Recerca Biomèdica), David Sánchez and Sergio Martínez (Universitat Rovira i Virgili)
    Resum:
    This dataset simulates a subset of a Passive Medical Record Database which contains the whole medical history of the patients of a big hospital. These patients have become “passive” due to the lack of encounters over a specific period of time or due to the death or change of residence of the patient, etc. Specifically, The “eHealth_hclinic_340250_clarus” dataset represents coherent clinical data obtained from the discharge reports over one year (2014). The dataset has been synthetically generated from the real data of the “Hospital Clínic de Barcelona”. All the actual data are artificial and random, even though they preserve some statistical properties of the original data. Since all the data are synthetic, this dataset should not be used in any kind of medical research. Its only purpose is to provide an artificial but realistic medical dataset (with regard to data structure and distribution of variables) that can be used as input for the design and evaluation of privacy-preserving mechanisms.
  • Altres:

    Tipus de document: info:eu-repo/semantics/other
    Publicacions relacionades: Pendent
    Identificador persistent: http://hdl.handle.net/20.500.11797/PC-2467
    Departament: Enginyeria Informàtica i Matemàtiques
    Autor: Santiago Iriso (Fundació Clínic per la Recerca Biomèdica), David Sánchez and Sergio Martínez (Universitat Rovira i Virgili)
    Data alta repositori: 2017-01-18
    Acció del programa de finançament: H2020
    Acrònim: CLARUS
    Codi de projecte: H2020-ICT-2014-1-644024
    Any de publicació de la dataset: 2017
    Comentaris: This dataset contains 340250 records
    Matèria: eHealth
    Idioma: en
    Publicat per (editora): Universitat Rovira i Virgili
    Drets d'accés: info:eu-repo/semantics/openAccess
    Tipus de dades: SQL Scripts
    Resum: This dataset simulates a subset of a Passive Medical Record Database which contains the whole medical history of the patients of a big hospital. These patients have become “passive” due to the lack of encounters over a specific period of time or due to the death or change of residence of the patient, etc. Specifically, The “eHealth_hclinic_340250_clarus” dataset represents coherent clinical data obtained from the discharge reports over one year (2014). The dataset has been synthetically generated from the real data of the “Hospital Clínic de Barcelona”. All the actual data are artificial and random, even though they preserve some statistical properties of the original data. Since all the data are synthetic, this dataset should not be used in any kind of medical research. Its only purpose is to provide an artificial but realistic medical dataset (with regard to data structure and distribution of variables) that can be used as input for the design and evaluation of privacy-preserving mechanisms.
  • Paraules clau:

    eHealth
    medical records
    synthetic data
    privacy-preserving mechanism
  • Documents:

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