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
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