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Improving IV Insulin Administration in a Community Hospital
Published on: June 11, 2012
Distributed intelligent data analysis in diabetic patient management
R Bellazzi1, C Larizza, A Riva
1Dipartimento di Informatica e Sistemistica, Università di Pavia, Italy.
Abstract:
This paper outlines the methodologies that can be used to perform an intelligent analysis of diabetic patients' data, realized in a distributed management context. We present a decision-support system architecture based on two modules, a Patient Unit and a Medical Unit, connected by telecommunication services. We stress the necessity to resort to temporal abstraction techniques, combined with time series analysis, in order to provide useful advice to patients; finally, we outline how data analysis and interpretation can be cooperatively performed by the two modules.
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