InforLorV4, Main, Exploration, bibRecord, 006A40

Decision support and knowledge management in oncology using hierarchical classification.

Identifieur interne : 006A40 ( Main/Exploration ); précédent : 006A39; suivant : 006A41

Decision support and knowledge management in oncology using hierarchical classification.

Auteurs : Mathieu D'Aquin [France] ; Sébastien Brachais ; Jean Lieber ; Napoli Amedeo

Source :

Studies in health technology and informatics [ 0926-9630 ] ; 2004.

RBID : pubmed:15537203

Descripteurs français

KwdFr :
- Algorithmes, Arbres de décision, Humains, Interface utilisateur, Logiciel, Logique floue, Oncologie médicale, Prise de décision assistée par ordinateur, Systèmes experts, Techniques d'aide à la décision.
MESH :
- Algorithmes, Arbres de décision, Humains, Interface utilisateur, Logiciel, Logique floue, Oncologie médicale, Prise de décision assistée par ordinateur, Systèmes experts, Techniques d'aide à la décision.

English descriptors

KwdEn :
- Algorithms, Decision Making, Computer-Assisted, Decision Support Techniques, Decision Trees, Expert Systems, Fuzzy Logic, Humans, Medical Oncology, Software, User-Computer Interface.
MESH :
- Algorithms, Decision Making, Computer-Assisted, Decision Support Techniques, Decision Trees, Expert Systems, Fuzzy Logic, Humans, Medical Oncology, Software, User-Computer Interface.

Abstract

This paper presents the KASIMIR research project for the management of decision protocols in oncology. A decision protocol is a kind of decision tree implemented in an object-based representation formalism. A reasoner based on such a formalism and on hierarchical classification is coupled with a knowledge editor. This association provides an assistance for editing and maintenance of protocols, enabling the detection of errors and the comparison between versions of the protocol. In this way, a management of protocols takes fully advantage of the underlying knowledge representation and reasoning tools. This straightforward use of the protocol may be insufficient in some situations. Then, the protocol may have to be adapted for these situations. A study of protocol adaptation is presented. In particular a reasoner based on a combination of hierarchical classification and fuzzy logic is introduced.

PubMed: 15537203

Affiliations:

France

Le document en format XML

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<author><name sortKey="Brachais, Sebastien" sort="Brachais, Sebastien" uniqKey="Brachais S" first="Sébastien" last="Brachais">Sébastien Brachais</name>
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<author><name sortKey="Lieber, Jean" sort="Lieber, Jean" uniqKey="Lieber J" first="Jean" last="Lieber">Jean Lieber</name>
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<term>Logique floue</term>
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<term>Prise de décision assistée par ordinateur</term>
<term>Systèmes experts</term>
<term>Techniques d'aide à la décision</term>
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<term>Logique floue</term>
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<front><div type="abstract" xml:lang="en">This paper presents the KASIMIR research project for the management of decision protocols in oncology. A decision protocol is a kind of decision tree implemented in an object-based representation formalism. A reasoner based on such a formalism and on hierarchical classification is coupled with a knowledge editor. This association provides an assistance for editing and maintenance of protocols, enabling the detection of errors and the comparison between versions of the protocol. In this way, a management of protocols takes fully advantage of the underlying knowledge representation and reasoning tools. This straightforward use of the protocol may be insufficient in some situations. Then, the protocol may have to be adapted for these situations. A study of protocol adaptation is presented. In particular a reasoner based on a combination of hierarchical classification and fuzzy logic is introduced.</div>
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Serveur d'exploration sur la recherche en informatique en Lorraine

Decision support and knowledge management in oncology using hierarchical classification.

Decision support and knowledge management in oncology using hierarchical classification.

Source :

Descripteurs français

English descriptors

Abstract

Links toward previous steps (curation, corpus...)

Le document en format XML

Pour manipuler ce document sous Unix (Dilib)

Pour mettre un lien sur cette page dans le réseau Wicri

Pour générer des pages wiki

	Serveur d'exploration sur la recherche en informatique en Lorraine
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