Acquisition of Adaptation Knowledge for Breast Cancer Treatment Decision Support
Identifieur interne : 003956 ( Crin/Curation ); précédent : 003955; suivant : 003957Acquisition of Adaptation Knowledge for Breast Cancer Treatment Decision Support
Auteurs : Jean Lieber ; Mathieu D'Aquin ; Pierre Bey ; Amedeo Napoli ; Maria Rios ; Catherine SauvagnacSource :
English descriptors
Abstract
The elaboration of a treatment in cancerology depends on the particular practice of decision protocols. These protocols are often adapted rather than used straightforwardly. This paper deals with the acquisition of the knowledge exploited during protocol adaptations. It shows that this knowledge acquisition process can be based on similarity paths, that are used for representing the matchings between decision problems (e.g., source and target problems within a case-based reasoning process).
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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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<author><name sortKey="D Aquin, Mathieu" sort="D Aquin, Mathieu" uniqKey="D Aquin M" first="Mathieu" last="D'Aquin">Mathieu D'Aquin</name>
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<author><name sortKey="Bey, Pierre" sort="Bey, Pierre" uniqKey="Bey P" first="Pierre" last="Bey">Pierre Bey</name>
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<author><name sortKey="Napoli, Amedeo" sort="Napoli, Amedeo" uniqKey="Napoli A" first="Amedeo" last="Napoli">Amedeo Napoli</name>
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<author><name sortKey="Rios, Maria" sort="Rios, Maria" uniqKey="Rios M" first="Maria" last="Rios">Maria Rios</name>
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<author><name sortKey="Sauvagnac, Catherine" sort="Sauvagnac, Catherine" uniqKey="Sauvagnac C" first="Catherine" last="Sauvagnac">Catherine Sauvagnac</name>
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<profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>adaptation</term>
<term>breast cancer treatment</term>
<term>case-based reasoning</term>
<term>knowledge acquisition</term>
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<front><div type="abstract" xml:lang="en" wicri:score="1425">The elaboration of a treatment in cancerology depends on the particular practice of decision protocols. These protocols are often adapted rather than used straightforwardly. This paper deals with the acquisition of the knowledge exploited during protocol adaptations. It shows that this knowledge acquisition process can be based on similarity paths, that are used for representing the matchings between decision problems (e.g., source and target problems within a case-based reasoning process).</div>
</front>
</TEI>
<BibTex type="inproceedings"><ref>lieber03b</ref>
<crinnumber>A03-R-224</crinnumber>
<category>3</category>
<equipe>ORPAILLEUR</equipe>
<author><e>Lieber, Jean</e>
<e>d'Aquin, Mathieu</e>
<e>Bey, Pierre</e>
<e>Napoli, Amedeo</e>
<e>Rios, Maria</e>
<e>Sauvagnac, Catherine</e>
</author>
<title>Acquisition of Adaptation Knowledge for Breast Cancer Treatment Decision Support</title>
<booktitle>{9th Conference on Artificial Intelligence in Medicine in Europe2003 - AIME 2003, Protaras, Chypre}</booktitle>
<year>2003</year>
<month>Oct</month>
<url>http://www.loria.fr/publications/2003/A03-R-224/A03-R-224.ps</url>
<keywords><e>case-based reasoning</e>
<e>adaptation</e>
<e>knowledge acquisition</e>
<e>breast cancer treatment</e>
</keywords>
<abstract>The elaboration of a treatment in cancerology depends on the particular practice of decision protocols. These protocols are often adapted rather than used straightforwardly. This paper deals with the acquisition of the knowledge exploited during protocol adaptations. It shows that this knowledge acquisition process can be based on similarity paths, that are used for representing the matchings between decision problems (e.g., source and target problems within a case-based reasoning process).</abstract>
</BibTex>
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