• DocumentCode
    694193
  • Title

    An intelligent approach for open clinical laboratory results in Intensive Care medicine

  • Author

    Portela, Filipe ; Santos, Manuel Filipe ; Machado, Jose ; Abelha, Antonio ; Silva, Alonso ; Rua, Fernando

  • Author_Institution
    Algoritmi Centre, Univ. of Minho, Guimaraes, Portugal
  • fYear
    2013
  • fDate
    10-13 Dec. 2013
  • Firstpage
    1092
  • Lastpage
    1096
  • Abstract
    The process of how laboratory tests are made and the results are delivered is very important to the decision making process in medicine. This situation is more critical in areas like Intensive Medicine, where the decision needs to be performed quickly and accurately. Typically, the results are presented in a closed format (document). This format represents a barrier for the implementation of Intelligent Decision Support Systems that make use of laboratory results to feed predictive models to help the Intensive Care professionals in such critical decisions. In order to overcome this limitation an intelligent agent based system has been implemented. Lab results are now collected, processed and used in real-time in an open format contributing to the implementation of an automatic scoring system.
  • Keywords
    decision making; decision support systems; laboratories; medical computing; patient care; closed format; decision making process; intelligent agent based system; intelligent decision support systems; intensive care medicine; laboratory tests; open clinical laboratory; open format; predictive model; Decision support systems; Hospitals; Laboratories; Medical diagnostic imaging; Real-time systems; Agents; Data Acquisition; INTCare; Laboratory Results; Laboratory Tests; Tracking System;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Engineering and Engineering Management (IEEM), 2013 IEEE International Conference on
  • Conference_Location
    Bangkok
  • Type

    conf

  • DOI
    10.1109/IEEM.2013.6962579
  • Filename
    6962579