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糖尿病患者管理中的分布式智能数据分析

Distributed intelligent data analysis in diabetic patient management.

作者信息

Bellazzi R, Larizza C, Riva A, Mira A, Fiocchi S, Stefanelli M

机构信息

Dipartimento di Informatica e Sistemistica, Università di Pavia, Italy.

出版信息

Proc AMIA Annu Fall Symp. 1996:194-8.

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.

摘要

本文概述了可用于在分布式管理环境中对糖尿病患者数据进行智能分析的方法。我们提出了一种基于两个模块的决策支持系统架构,即患者单元和医疗单元,它们通过电信服务连接。我们强调有必要采用时间抽象技术并结合时间序列分析,以便为患者提供有用的建议;最后,我们概述了这两个模块如何协同进行数据分析和解释。

相似文献

5
A distributed system for diabetic patient management.一种用于糖尿病患者管理的分布式系统。
Comput Methods Programs Biomed. 1998 May;56(2):93-107. doi: 10.1016/s0169-2607(98)00018-2.

本文引用的文献

1
Adaptive controllers for intelligent monitoring.
Artif Intell Med. 1995 Dec;7(6):515-40. doi: 10.1016/0933-3657(95)00025-x.
2
Time series analysis and control of blood glucose levels in diabetic patients.
Comput Methods Programs Biomed. 1994 Jan;41(3-4):167-82. doi: 10.1016/0169-2607(94)90053-1.

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