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
Link To Document :
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