Toward a multi-agent model for the care of patients at the emergency department
MAMECTIS'08 Proceedings of the 10th WSEAS international conference on Mathematical methods, computational techniques and intelligent systems
A multi-agent medical system for Indian rural infant and child care
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Developing Smart Emergency Applications with Multi-Agent Systems
International Journal of E-Health and Medical Communications
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IM-Agents (Intelligent Monitoring Agents) provides a system infrastructure andproof of concept applications demonstrating meaningful diagnosis and interventionadvice for healthcare personnel. The problem domain is extremely complex, withuncertainties and interdependencies. The monitored environment for a patient iscomprised of a number of influences from numerous sources involving asynchronous,dynamic changes. Agents act as a collaborative team of specialists. Data isdynamically collected, filtered and integrated. Dynamic inference is accomplishedwithin agents through a hybrid approach of Fuzzy Logic, Causal Bayesian networks,trend analysis and qualitative logic. Emergency Medical Assistant (ERMA) componentsdemonstrate the system for the trauma environment with particular emphasis on typesof shock and stabilization of arterial blood gases. This approach for clinical decisionsupport systems shows promise for a number of critical care scenarios.