دانلود مقاله انگلیسی رایگان:سیستم تخصصی چند لایه مبتنی بر قانون برای تشخیص یووئیت - 2019
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  • Multilayered rule-based expert system for diagnosing uveitis Multilayered rule-based expert system for diagnosing uveitis
    Multilayered rule-based expert system for diagnosing uveitis

    سال انتشار:

    2019


    عنوان انگلیسی مقاله:

    Multilayered rule-based expert system for diagnosing uveitis


    ترجمه فارسی عنوان مقاله:

    سیستم تخصصی چند لایه مبتنی بر قانون برای تشخیص یووئیت


    منبع:

    Sciencedirect - Elsevier - Artificial Intelligence In Medicine, 99 (2019) 101691: doi:10:1016/j:artmed:2019:06:007


    نویسنده:

    A.M. Mutawa⁎, Mariam A. Alzuwawi


    چکیده انگلیسی:

    Uveitis is a condition caused by inflammation of the uvea, which is the middle layer of the eye. Uveitis can result in swelling or destruction of the eye tissue, which can lead to visual impairment or blindness [1]. Many diseases, either systemic or localized to the eye, are associated with the symptoms of uveitis. Thus, it is often hard to determine the underlying disease responsible for uveitis, especially when the signs and symptoms are unclear. Additionally, there are few experts on uveitis, especially in poor and developing countries. In this paper, we design and build a rulebased expert system to diagnose uveitis. The main motivation for developing this expert system was to mitigate the lack of human experts by helping general ophthalmologists achieve a correct diagnosis with minimal time and effort. Furthermore, the system can act as a good educational tool for newly graduated doctors, guiding their work with their patients and supporting their diagnostic decisions. The novel multilayer design of the system allows flexibility and ease of scaling to new cases in the future. Many techniques were used to improve the system’s diagnostic flexibility and overcome incomplete user input. Tests of the system have yielded promising results.
    Keywords: Rule-based system | Uveitis | Knowledge-based system | Multilayer rules | Expert systems


    سطح: متوسط
    تعداد صفحات فایل pdf انگلیسی: 17
    حجم فایل: 4241 کیلوبایت

    قیمت: رایگان


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