Multi-modal reasoning in diabetic patient management

Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Alberto Riva, Mario Stefanelli

Risultato della ricerca: Capitolo in libro/report/atti di convegnoContributo a conferenzapeer review

Abstract

We present a decision support tool for Insulin Dependent Diabetes Mellitus management, that relies on the integration of two different methodologies: Rule-Based Reasoning (RBR) and Case-Based Reasoning (CBR). This multi-modal reasoning system aims at providing physicians with a suitable solution to the problem of therapy planning by exploiting the strengths of the two selected methods. RBR provides suggestions on the basis of a situation detection mechanism that relies on structured prior knowledge; CBR is used to specialize and dynamically adapt the rules on the basis of the patient's characteristics and of the accumulated experience. Such work will be integrated in the EU funded project T-IDDM architecture, and has been preliminary tested on a set of cases generated by a diabetic patient simulator.

Lingua originaleInglese
Titolo della pubblicazione ospiteArtificial Intelligence in Medicine - Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM 1999, Proceedings
EditorWerner Horn, Yuval Shahar, Greger Lindberg, Steen Andreassen, Jeremy Wyatt
EditoreSpringer Verlag
Pagine113-123
Numero di pagine11
ISBN (stampa)354066162X, 9783540661627
DOI
Stato di pubblicazionePubblicato - 1999
Evento7th Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM 1999 - Aalborg, Denmark
Durata: 20 giu 199924 giu 1999

Serie di pubblicazioni

NomeLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume1620
ISSN (stampa)0302-9743
ISSN (elettronico)1611-3349

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???7th Joint European Conference on Artificial Intelligence in Medicine and Medical Decision Making, AIMDM 1999
Paese/TerritorioDenmark
CittàAalborg
Periodo20/06/9924/06/99

Fingerprint

Entra nei temi di ricerca di 'Multi-modal reasoning in diabetic patient management'. Insieme formano una fingerprint unica.

Cita questo