Expert system for early diagnosis of eye diseases infecting the Malaysian population

F. Ibrahim, J. B. Ali, A.F. Jaais, M. Taib
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引用次数: 27

Abstract

Describes a knowledge-based system employing certain expert system rules to detect different kinds of eye diseases found in Malaysia. The types of eye diseases that can he detected with this system are allergic or infectious conjunctivitis, secondary and senile cataracts, open-angle glaucoma and acute glaucoma, keratitis and "dry eyes" syndrome. These are the most frequent eye diseases infecting the Malaysian population. The project was designed and programmed via the object-oriented expert system shell EXSYS. The expert rules were developed based on the symptoms of each type of eye disease, and they were presented using tree-graph forward-chaining with a depth-first search method. In order to enhance user interaction with the system, graphical user interfaces were employed. Previously, several similar systems have been presented, but they were limited to detecting a single disease and also required an expert medical officer to operate them. The expert system described in this paper is able to detect and give early diagnosis of five types of eye diseases, including senile, secondary, open-angle, acute, allergic and infectious diseases.
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早期诊断马来西亚人眼病的专家系统
描述了一个基于知识的系统,利用某些专家系统规则来检测在马来西亚发现的不同种类的眼病。该系统可检测的眼病类型包括过敏性或感染性结膜炎、继发性和老年性白内障、开角型青光眼和急性青光眼、角膜炎和“干眼”综合征。这些是马来西亚人口中最常见的眼病。该项目是通过面向对象的专家系统shell EXSYS进行设计和编程的。根据各类眼病的症状建立专家规则,并采用深度优先搜索的树状图正向链提出专家规则。为了增强用户与系统的交互性,采用了图形用户界面。此前,已经有几个类似的系统出现,但它们仅限于检测一种疾病,而且还需要一名专业的医疗官员来操作。本文所述的专家系统能够对老年性、继发性、开角性、急性、过敏性和感染性五类眼病进行检测和早期诊断。
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