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
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;
Conference_Titel :
Industrial Engineering and Engineering Management (IEEM), 2013 IEEE International Conference on
Conference_Location :
Bangkok
DOI :
10.1109/IEEM.2013.6962579