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An Advanced Decision Support System for Medical Diagnosis
2008
IFAC Proceedings Volumes
This paper presents a clinical diagnosis support system which combines the advantages of Dempster-Shafer theory with Bayesian networks in order to simulate the uncertain medical reasoning. We propose a hierarchical structure using Dempster-Shafer at the upper level for evaluating more general hypothesis (disease groups) and Bayesian networks at the lower level for a more accurate analysis of specific diseases.
doi:10.3182/20080706-5-kr-1001.01625
fatcat:75ghfx2btzdz7jpsxzz77wqrei