Please use this identifier to cite or link to this item: https://ruomo.lib.uom.gr/handle/7000/899
Title: The linked medical data access control framework
Authors: Kamateri, Eleni
Kalampokis, Evangelos
Tambouris, Efthimios
Tarabanis, Konstantinos
Type: Article
Subjects: FRASCATI::Natural sciences::Computer and information sciences
Keywords: Access policy
Data-cubes
Linked data
Medical data
Privacy
RDF
Subjects MESH: Access to Information
Medical Record Linkage
Issue Date: Aug-2014
Source: Journal of biomedical informatics
Volume: 50
First Page: 213
Last Page: 225
Abstract: The integration of medical data coming from multiple sources is important in clinical research. Amongst others, it enables the discovery of appropriate subjects in patient-oriented research and the identification of innovative results in epidemiological studies. At the same time, the integration of medical data faces significant ethical and legal challenges that impose access constraints. Some of these issues can be addressed by making available aggregated instead of raw record-level data. In many cases however, there is still a need for controlling access even to the resulting aggregated data, e.g., due to data provider's policies. In this paper we present the Linked Medical Data Access Control (LiMDAC) framework that capitalizes on Linked Data technologies to enable controlling access to medical data across distributed sources with diverse access constraints. The LiMDAC framework consists of three Linked Data models, namely the LiMDAC metadata model, the LiMDAC user profile model, and the LiMDAC access policy model. It also includes an architecture that exploits these models. Based on the framework, a proof-of-concept platform is developed and its performance and functionality are evaluated by employing two usage scenarios.
URI: https://doi.org/10.1016/j.jbi.2014.03.002
https://ruomo.lib.uom.gr/handle/7000/899
ISSN: 1532-0464
Electronic ISSN: 1532-0480
Other Identifiers: 10.1016/j.jbi.2014.03.002
Appears in Collections:Department of Applied Informatics

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