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  • Title: Structured neural network of medical diagnosis for hepatobiliary diseases.
    Author: Yoshida K, Izuno T, Takahashi E, Sugimori H, Miyakawa M.
    Journal: Medinfo; 1995; 8 Pt 1():838-42. PubMed ID: 8591341.
    Abstract:
    This study aims to apply a structured neural network system for improving diagnostic capabilities of hepatobiliary diseases. Several neural networks were organized according to a priori knowledge. A priori knowledge consists of five pathological states. We compared the diagnostic accuracy of discriminant function, ordinary and structured neural networks. The diagnostic capabilities among testing data were 96% by structured neural network, 70% by ordinary neural network, and 66% by discriminant function. The structured neural network had the significantly higher diagnostic accuracy than the other two methods.
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