An Intelligent Multi Agent Design in Healthcare Management System

Dharmendra Sharma, Fariba Shadabi

Research output: A Conference proceeding or a Chapter in BookConference contribution

11 Citations (Scopus)

Abstract

Over the past few years, multi-agent approach has been successfully used in the development of large complex systems. Therefore, multi-agent approach can be considered as an effective approach for the development of complex e-health systems. The purpose of this study is to explore the use of intelligent multi-agent approach for developing e-health systems for the prediction of kidney transplant outcomes and the management of chronic diseases such as diabetes. The proposed kidney transplant outcome prediction is based on the use of a novel classification approach which is a combination of initial data preparations, preliminary classification by ensembles of neural networks, generation of new training data based on criteria of highly accuracy and model agreement, and decision trees
Original languageEnglish
Title of host publicationSymposium on Agents and Multi-Agents Systems
EditorsJ.G Carbonell, J Siekmann
Place of PublicationGermany
PublisherSpringer
Pages674-682
Number of pages9
Volume4953
ISBN (Print)9783540785811
Publication statusPublished - 2008
EventKES AMSTA 2008 - , Korea, Democratic People's Republic of
Duration: 26 Mar 200828 Mar 2008

Conference

ConferenceKES AMSTA 2008
CountryKorea, Democratic People's Republic of
Period26/03/0828/03/08

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