Acquisition of Adaptation Knowledge for Breast Cancer Treatment Decision Support

Jean Lieber (1) , Mathieu d'Aquin (1) , Pierre Bey , Amedeo Napoli (1) , Maria Rios , Catherine Sauvagnac

1 ORPAILLEUR - Knowledge representation, reasonning

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).

Mots clés: breast cancer treatment; raisonnement à partir de cas; case-based reasoning; adaptation; knowledge acquisition; acquisition de connaissances; traitement du cancer du sein

Domaines: Autre [cs.OH]

Jean Lieber, Mathieu d'Aquin, Pierre Bey, Amedeo Napoli, Maria Rios, et al.. Acquisition of Adaptation Knowledge for Breast Cancer Treatment Decision Support. 9th Conference on Artificial Intelligence in Medicine in Europe2003 - AIME 2003, 2003, Protaras, Chypre, 10 p. ⟨inria-00107684⟩