• DocumentCode
    3571616
  • Title

    Semantic Search over DICOM Repositories

  • Author

    Bastiao Silva, Luis A. ; Costa, Carlos ; Oliveira, Jose Luis

  • Author_Institution
    DETI, Univ. of Aveiro, Aveiro, Portugal
  • fYear
    2014
  • Firstpage
    238
  • Lastpage
    246
  • Abstract
    The integration of semantic representation in medical information systems has been seen as a key opportunity to achieve full interoperability between distinct technical solutions and to extract knowledge from existing repositories. In this paper, we propose an ontology-based medical imaging archive that provides a generic, dynamic and standard architecture to interrogate the repository. Moreover, the solution flexibility makes possible to improve the search results only by updating the ontologies used, without any changes in the software implementation. This archive is based on a triple store that follows the Rad Lex ontology. To validate the proposed system, the performance of storage and search queries were compared against the results obtained in a traditional PACS archive.
  • Keywords
    PACS; information retrieval systems; knowledge acquisition; ontologies (artificial intelligence); open systems; query processing; DICOM repository; PACS archive; Rad Lex ontology; interoperability; knowledge extraction; medical information system; ontology-based medical imaging archive; search query; semantic representation; semantic search; software implementation; solution flexibility; triple store; DICOM; Medical services; Ontologies; Picture archiving and communication systems; Semantics; Standards; DICOM; Medical Imaging; PACS; Semantic Data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Healthcare Informatics (ICHI), 2014 IEEE International Conference on
  • Type

    conf

  • DOI
    10.1109/ICHI.2014.41
  • Filename
    7052496