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Intelligence artificielle explicable pour le cancer du sein : Une approche visuelle de raisonnement à partir de cas

Archive ouverte | Lamy, Jean-Baptiste | CCSD

International audience. Dans le cancer du sein, l'intelligence artificielle peut aider les médecins à effectuer le diagnostic et à prescrire le bon traitement. Cependant, la plupart des méthodes récentes (comme l'ap...

Explainable artificial intelligence for breast cancer: A visual case-based reasoning approach

Archive ouverte | Lamy, Jean-Baptiste | CCSD

International audience. Case-Based Reasoning (CBR) is a form of analogical reasoning in which the solution for a (new) query case is determined using a database of previous known cases with their solutions. Cases si...

Hierarchical visual case-based reasoning for supporting breast cancer therapy

Archive ouverte | Lamy, Jean-Baptiste | CCSD

International audience. Breast cancer therapy is particularly complex. Case-based reasoning (CBR) is an approach that can support clinicians when prescribing a therapy, and that is able to explain its recommendation...

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