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Published Articles >> Table of Contents >> Abstract
15th IEEE Symposium on Computer-Based Medical Systems (CBMS'02)
p. 339
Distributed Data Mining From Heterogeneous Healthcare Data Repositories:Towards an Intelligent Agent-Based Framework
Syed Zahid Hassan Zaidi, Universiti Sains Malaysia
Syed Si te Raza Abidi, Dalhousie University
Selvakumar Manickam, Universiti Sains Malaysia
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DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/CBMS.2002.1011401
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| Abstract |
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This paper presents a case for an intelligent agent based framework for knowledge discovery in a distributed healthcare environment co prising ultiple heterogeneous healthcare data repositories.Data-ediated knowledge discovery,especially from ultiple heterogeneous data resources,is a tedious process and imposes significant operational constraints on end-users.We de onstrate that autonomous,reactive and proactive intelligent agents provide an opportunity to generate end-user oriented,packaged,value-added decision- support/strategic planning services for healthcare professionals and managers.We propose the use intelligent agents to i ple ent a distributed Agent based Data Mining Infostructure that provides a suite of healthcare-oriented decision-support/strategic planning services.
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Citation:
Syed Zahid Hassan Zaidi, Syed Si te Raza Abidi, Selvakumar Manickam,
"Distributed Data Mining From Heterogeneous Healthcare Data Repositories:Towards an Intelligent Agent-Based Framework,"
cbms,
p. 339,
15th IEEE Symposium on Computer-Based Medical Systems (CBMS'02),
2002
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