• DocumentCode
    1787341
  • Title

    An Architecture for Information Retrieval in a Telemedicine System

  • Author

    de Souza Inacio, Andrei ; de Macedo, Douglas D. J. ; Andrade, Rafael ; von Wangenheim, Aldo

  • Author_Institution
    Dept. of Inf. & Stat., Fed. Univ. of Santa Catarina - UFSC, Florianopolis, Brazil
  • fYear
    2014
  • fDate
    27-29 May 2014
  • Firstpage
    513
  • Lastpage
    514
  • Abstract
    This work presents an information retrieval architecture developed for the Santa Catarina State Telemedicine System. This architecture employs DICOM Structured Reporting, controlled vocabularies for data catalogization and a specially developed search engine for data indexing and storing. Results of our case study show that searches can be performed much faster with the proposed search mechanism and that the precision of results is acceptable in most cases. In some searches, irrelevant items within the 15 first results were identified. This occurred partially because search terms found in the additional free text observations inserted into the findings reports were treated with the same relevance as formally diagnostically relevant items of the DICOM SR structure and, partially because the semantics of negations associated to search terms in the findings reports were not taken into consideration.
  • Keywords
    data handling; indexing; information retrieval; medical computing; search engines; telemedicine; DICOM structured reporting; Santa Catarina State telemedicine system; data catalogization; data indexing; data storage; information retrieval; negation semantics; search engine; telemedicine system; Computer architecture; DICOM; Data mining; Databases; Information retrieval; Medical services; Controlled Vocabularies; DeCS; MeSH; Telecardiology; Telemedicine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer-Based Medical Systems (CBMS), 2014 IEEE 27th International Symposium on
  • Conference_Location
    New York, NY
  • Type

    conf

  • DOI
    10.1109/CBMS.2014.116
  • Filename
    6881952