Title :
A knowledge-based approach to design of intervention strategies for incidents
Author :
Zhang, Dong Mei ; Lee, Maria ; Wong, Wai-Yat
Author_Institution :
CSIRO Math. & Inf. Sci., North Ryde, NSW, Australia
Abstract :
Presents a knowledge-based approach for design of intervention strategies for clinical incidents, which helps medical professionals explore opportunities for care quality improvement. The approach consists of two processes: incident analysis and intervention advice. Given a specific clinical incident description, the proposed approach enables the identification of underlying problems in the incident and the suggestion of appropriate intervention strategies that can be implemented to prevent repetitions of similar incidents. Case-based reasoning (CBR) and rule-based reasoning (RBR) are applied to generate intervention strategies by adapting ones applied to previous incidents and/or using generalised rule-based knowledge for interventions
Keywords :
case-based reasoning; emergency services; intelligent design assistants; medical expert systems; patient care; care quality improvement; case-based reasoning; clinical incidents; generalised rule-based knowledge; incident analysis; intervention advice; intervention strategy design; knowledge-based approach; medical professionals; rule-based reasoning; underlying problems identification; Australia; Hospitals; Humans; Injuries; Intelligent systems; Medical services; Monitoring; Ontologies; Project management; Testing;
Conference_Titel :
Systems, Man, and Cybernetics, 1999. IEEE SMC '99 Conference Proceedings. 1999 IEEE International Conference on
Conference_Location :
Tokyo
Print_ISBN :
0-7803-5731-0
DOI :
10.1109/ICSMC.1999.816571