• DocumentCode
    2478668
  • Title

    A semantically-aided approach for online annotation and retrieval of medical images

  • Author

    Kyriazos, George K. ; Gerostathopoulos, Ilias Th ; Kolias, Vassileios D. ; Stoitsis, John S. ; Nikita, Konstantina S.

  • Author_Institution
    Biomed. Simulations & Imaging (BIOSIM) Lab., Nat. Technol. Univ. of Athens, Athens, Greece
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    2372
  • Lastpage
    2375
  • Abstract
    The need for annotating the continuously increasing volume of medical image data is recognized from medical experts for a variety of purposes, regardless if this is medical practice, research or education. The rich information content latent in medical images can be made explicit and formal with the use of well-defined ontologies. Evolution of the Semantic Web now offers a unique opportunity of a web-based, service-oriented approach. Remote access to FMA and ICD-10 reference ontologies provides the ontological annotation framework. The proposed system utilizes this infrastructure to provide a customizable and robust annotation procedure. It also provides an intelligent search mechanism indicating the advantages of semantic over keyword search. The common representation layer discussed facilitates interoperability between institutions and systems, while semantic content enables inference and knowledge integration.
  • Keywords
    image retrieval; medical image processing; ontologies (artificial intelligence); semantic Web; visual databases; FMA reference ontology remote access; ICD-10 reference ontology remote access; Web based service oriented approach; medical image data; medical image retrieval; online medical image annotation; ontological annotation framework; ontologies; semantic Web; semantically aided approach; Biomedical imaging; Diseases; Ontologies; Resource description framework; Semantics; Servers; Documentation; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Internet; Natural Language Processing; Online Systems; Radiology Information Systems; Semantics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6090662
  • Filename
    6090662