Distributed intelligent data analysis in diabetic patient management.
Riccardo Bellazzi, Cristiana Larizza, Alberto Riva, A Mira, Stefano Fiocchi, Mario Stefanelli · PubMed · 1996
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.