Title :
Developing a rule-driven clinical decision support system with an extensive and adaptative architecture
Author :
Xiao, Liang ; Cousins, Gráinne ; Fahey, Tom ; Dimitrov, Borislav D. ; Hederman, Lucy
Author_Institution :
Sch. of Comput. Sci., Hubei Univ. of Technol., Wuhan, China
Abstract :
Clinical guidelines are central to the implementation of clinical decision support systems (CDSSs). Addition or revision of clinical guidelines usually causes the (re-) development of new or existing CDSSs. The separate maintenance of clinical knowledge and their driving systems implies extra system development cost and low knowledge delivery efficiency. We propose, in this paper, an approach to liaise the two activities and support a complete knowledge-driven CDSS architecture. It will accommodate and disseminate new knowledge with minimum efforts required to make relevant changes to the systems, but make use of the new knowledge whenever it becomes available. A Multi-Agent System architecture and a rule-based knowledge repository are put together to realize this goal.
Keywords :
decision support systems; knowledge management; medical computing; multi-agent systems; adaptative architecture; clinical guideline; clinical knowledge maintenance; knowledge delivery efficiency; knowledge dissemination; multiagent system architecture; rule-based knowledge repository; rule-driven clinical decision support system; system development cost; Business; Computer architecture; Decision support systems; Guidelines; Maintenance engineering; Medical diagnostic imaging; Medical treatment; Model-Driven Architecture; Multi-Agent System; clinical decision support system (CDSS); clinical guideline; evidence-based medicine; rule-based knowledge modelling;
Conference_Titel :
e-Health Networking, Applications and Services (Healthcom), 2012 IEEE 14th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-2039-0
Electronic_ISBN :
978-1-4577-2038-3
DOI :
10.1109/HealthCom.2012.6379416