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2006
IEEE

Incoporating Data Mining Applications into Clinical Guildelines

10 years 9 months ago
Incoporating Data Mining Applications into Clinical Guildelines
Computer based clinical guidelines have been developed to help caregivers in practicing medicine. GLIF3 (Guideline Interchange Format 3) is one of several standards that specify the structure for defining guideline models. The decision making steps within the GLIF3 guidelines are limited to evaluation of basic logic expressions. On the other hand, data mining analyses aim at building descriptive or predictive mining models that contain valuable knowledge. However, this knowledge can not be represented using the current guideline specification standards. In this paper, we focus on encoding and sharing the results obtained from a data mining study in the context of clinical care and hence to make it available at the point of care. For this purpose, we investigate available standards to encode the mining results in an interoperable manner and then elaborate on how to incorporate them in the context of guideline-based clinical decision support systems, and in particular GLIF3 models. Fi...
Reza Sherafat Kazemzadeh, Kamran Sartipi
Added 10 Jun 2010
Updated 10 Jun 2010
Type Conference
Year 2006
Where CBMS
Authors Reza Sherafat Kazemzadeh, Kamran Sartipi
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