Evaluating a multi-modal reasoning system in diabetes care

Stefania Montani; Riccardo Bellazzi; Luigi Portinale; Mario Stefanelli

doi:10.1007/3-540-44527-7_40

Evaluating a multi-modal reasoning system in diabetes care

Stefania Montani, Riccardo Bellazzi, Luigi Portinale, Mario Stefanelli

Dipartimento di Scienze e Innovazione Tecnologica

Risultato della ricerca: Capitolo in libro/report/atti di convegno › Contributo a conferenza › peer review

Abstract

In the context of Insulin Dependent Diabetes Mellitus care, we developed a decision support system that relies on a tight integration of Case Based Reasoning and Rule Based Reasoning methodologies.I n this paper, we aim at presenting the evaluation strategy we have defined to test the system accuracy, safety and reliability, and the first results obtained both on simulated and on real patients data.R eliability was positively judged by a group of expert diabetologists; an increase in the performances of the system is foreseen as new knowledge will be acquired, through its usage in clinical practice.

Lingua originale	Inglese
Titolo della pubblicazione ospite	Advances in Case-Based Reasoning - 5th European Workshop, EWCBR 2000, Proceedings
Editor	Enrico Blanzieri, Luigi Portinale
Editore	Springer Verlag
Pagine	467-478
Numero di pagine	12
ISBN (stampa)	3540679332, 9783540679332
DOI	https://doi.org/10.1007/3-540-44527-7_40
Stato di pubblicazione	Pubblicato - 2000
Evento	5th European Workshop on Case-Based Reasoning, EWCBR 2000 - Trento, Italy Durata: 6 set 2000 → 9 set 2000

Serie di pubblicazioni

Nome	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	1898
ISSN (stampa)	0302-9743
ISSN (elettronico)	1611-3349

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???event.eventtypes.event.conference???	5th European Workshop on Case-Based Reasoning, EWCBR 2000
Paese/Territorio	Italy
Città	Trento
Periodo	6/09/00 → 9/09/00

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10.1007/3-540-44527-7_40

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Montani, S., Bellazzi, R., Portinale, L., & Stefanelli, M. (2000). Evaluating a multi-modal reasoning system in diabetes care. In E. Blanzieri, & L. Portinale (Edd.), Advances in Case-Based Reasoning - 5th European Workshop, EWCBR 2000, Proceedings (pagg. 467-478). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1898). Springer Verlag. https://doi.org/10.1007/3-540-44527-7_40

Montani, Stefania ; Bellazzi, Riccardo ; Portinale, Luigi et al. / Evaluating a multi-modal reasoning system in diabetes care. Advances in Case-Based Reasoning - 5th European Workshop, EWCBR 2000, Proceedings. curatore / Enrico Blanzieri ; Luigi Portinale. Springer Verlag, 2000. pagg. 467-478 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Evaluating a multi-modal reasoning system in diabetes care",

abstract = "In the context of Insulin Dependent Diabetes Mellitus care, we developed a decision support system that relies on a tight integration of Case Based Reasoning and Rule Based Reasoning methodologies.I n this paper, we aim at presenting the evaluation strategy we have defined to test the system accuracy, safety and reliability, and the first results obtained both on simulated and on real patients data.R eliability was positively judged by a group of expert diabetologists; an increase in the performances of the system is foreseen as new knowledge will be acquired, through its usage in clinical practice.",

author = "Stefania Montani and Riccardo Bellazzi and Luigi Portinale and Mario Stefanelli",

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Montani, S, Bellazzi, R, Portinale, L & Stefanelli, M 2000, Evaluating a multi-modal reasoning system in diabetes care. in E Blanzieri & L Portinale (edd.), Advances in Case-Based Reasoning - 5th European Workshop, EWCBR 2000, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 1898, Springer Verlag, pagg. 467-478, 5th European Workshop on Case-Based Reasoning, EWCBR 2000, Trento, Italy, 6/09/00. https://doi.org/10.1007/3-540-44527-7_40

Evaluating a multi-modal reasoning system in diabetes care. / Montani, Stefania; Bellazzi, Riccardo; Portinale, Luigi et al.
Advances in Case-Based Reasoning - 5th European Workshop, EWCBR 2000, Proceedings. a cura di / Enrico Blanzieri; Luigi Portinale. Springer Verlag, 2000. pag. 467-478 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 1898).

Risultato della ricerca: Capitolo in libro/report/atti di convegno › Contributo a conferenza › peer review

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N1 - Publisher Copyright: © Springer-Verlag Berlin Heidelberg 2000.

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AB - In the context of Insulin Dependent Diabetes Mellitus care, we developed a decision support system that relies on a tight integration of Case Based Reasoning and Rule Based Reasoning methodologies.I n this paper, we aim at presenting the evaluation strategy we have defined to test the system accuracy, safety and reliability, and the first results obtained both on simulated and on real patients data.R eliability was positively judged by a group of expert diabetologists; an increase in the performances of the system is foreseen as new knowledge will be acquired, through its usage in clinical practice.

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Montani S, Bellazzi R, Portinale L, Stefanelli M. Evaluating a multi-modal reasoning system in diabetes care. In Blanzieri E, Portinale L, editor, Advances in Case-Based Reasoning - 5th European Workshop, EWCBR 2000, Proceedings. Springer Verlag. 2000. pag. 467-478. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/3-540-44527-7_40

Evaluating a multi-modal reasoning system in diabetes care

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