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Argumentation-Based Framework Selection for Clinical Decision Support
Nada Boudegzdame1,2, Karima Sedki1, Jean-Baptiste Lamy1
1Université Sorbonne Paris Nord, LIMICS, UMR 1142, Inserm, Bobigny, France.
Abstract:
Clinical decision-making involves complex considerations, such as treatment options, patient preferences, and conflicting medical opinions. Argumentation frameworks provide a structured approach to modeling and reasoning through these complexities by constructing and evaluating arguments for and against specific decisions. This paper reviews existing AFs to identify the most suitable one for clinical decision support. We perform a comparative analysis of several frameworks-Dung's AF, PAF, VAF, WAF, BAF, IBIS, and QuAD-using criteria tailored to clinical decision-making needs. Our analysis suggests that QuAD and DF-QuAD are those that best satisfy our criteria.
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