Supporting decisions in diabetic patients management through Case-Based retrieval

S. Montani; R. Bellazzi; L. Portinale; S. Fiocchi; G. D'Annunzio; M. Stefanelli

doi:10.3233/978-1-60750-912-7-645

Supporting decisions in diabetic patients management through Case-Based retrieval

S. Montani, R. Bellazzi, L. Portinale, S. Fiocchi, G. D'Annunzio, M. Stefanelli

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

In this paper we present a tool for the intelligent retrieval of past cases to support Insulin Dependent Diabetes Mellitus patients therapy revision. This tool was designed for assisting physicians during periodical monitoring visits. Each case is represented through i) a collection of features that describe the patient's clinical state at the decision time, i.e. the control visit, ii) the decision taken in terms of therapy revision and iii) the outcome obtained on the metabolic control during the following monitoring period. A new case is first classified into a protypical monitoring situation, and then similar cases are retrieved and shown to the user. This tool is fully integrated in a Web-based distributed system for Diabetes Management, developed within in the EU project T-IDDM.

Original language	English
Title of host publication	Studies in Health Technology and Informatics
Pages	645-649
Number of pages	5
Volume	68
DOIs	https://doi.org/10.3233/978-1-60750-912-7-645
Publication status	Published - 1999
Event	15th Congress on Medical Informatics Europe, MIE 1999 - Ljubljana, Slovenia Duration: Aug 22 1999 → Aug 26 1999

Other

Other	15th Congress on Medical Informatics Europe, MIE 1999
Country	Slovenia
City	Ljubljana
Period	8/22/99 → 8/26/99

ASJC Scopus subject areas

Biomedical Engineering
Health Informatics
Health Information Management

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Montani, S, Bellazzi, R, Portinale, L, Fiocchi, S, D'Annunzio, G & Stefanelli, M 1999, Supporting decisions in diabetic patients management through Case-Based retrieval. in Studies in Health Technology and Informatics. vol. 68, pp. 645-649, 15th Congress on Medical Informatics Europe, MIE 1999, Ljubljana, Slovenia, 8/22/99. https://doi.org/10.3233/978-1-60750-912-7-645

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AU - Bellazzi, R.

AU - Portinale, L.

AU - Fiocchi, S.

AU - D'Annunzio, G.

AU - Stefanelli, M.

PY - 1999

Y1 - 1999

N2 - In this paper we present a tool for the intelligent retrieval of past cases to support Insulin Dependent Diabetes Mellitus patients therapy revision. This tool was designed for assisting physicians during periodical monitoring visits. Each case is represented through i) a collection of features that describe the patient's clinical state at the decision time, i.e. the control visit, ii) the decision taken in terms of therapy revision and iii) the outcome obtained on the metabolic control during the following monitoring period. A new case is first classified into a protypical monitoring situation, and then similar cases are retrieved and shown to the user. This tool is fully integrated in a Web-based distributed system for Diabetes Management, developed within in the EU project T-IDDM.

AB - In this paper we present a tool for the intelligent retrieval of past cases to support Insulin Dependent Diabetes Mellitus patients therapy revision. This tool was designed for assisting physicians during periodical monitoring visits. Each case is represented through i) a collection of features that describe the patient's clinical state at the decision time, i.e. the control visit, ii) the decision taken in terms of therapy revision and iii) the outcome obtained on the metabolic control during the following monitoring period. A new case is first classified into a protypical monitoring situation, and then similar cases are retrieved and shown to the user. This tool is fully integrated in a Web-based distributed system for Diabetes Management, developed within in the EU project T-IDDM.

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Y2 - 22 August 1999 through 26 August 1999

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Supporting decisions in diabetic patients management through Case-Based retrieval

Abstract

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