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基于模糊逻辑的活动牙治疗专家系统

Fuzzy logic based expert system for the treatment of mobile tooth.

机构信息

DAV College, Jalandhar, India.

出版信息

Adv Exp Med Biol. 2011;696:607-14. doi: 10.1007/978-1-4419-7046-6_62.

Abstract

The aim of this research work is to design an expert system to assist dentist in treating the mobile tooth. There is lack of consistency among dentists in choosing the treatment plan. Moreover, there is no expert system currently available to verify and support such decision making in dentistry. A Fuzzy Logic based expert system has been designed to accept imprecise and vague values of dental sign-symptoms related to mobile tooth and the system suggests treatment plan(s). The comparison of predictions made by the system with those of the dentist is conducted. Chi-square Test of homogeneity is conducted and it is found that the system is capable of predicting accurate results. With this system, dentist feels more confident while planning the treatment of mobile tooth as he can verify his decision with the expert system. The authors also argue that Fuzzy Logic provides an appropriate mechanism to handle imprecise values of dental domain.

摘要

本研究工作旨在设计一个专家系统以协助牙医治疗活动牙。牙医在选择治疗方案时缺乏一致性。此外,目前在牙科领域没有专家系统来验证和支持这种决策。我们已经设计了一个基于模糊逻辑的专家系统,可以接受与活动牙相关的牙科症状的不精确和模糊值,系统会提出治疗方案。对系统预测与牙医预测的结果进行比较。通过进行同质性卡方检验,发现系统能够做出准确的预测。有了这个系统,牙医在规划活动牙的治疗时会更有信心,因为他可以用专家系统来验证他的决策。作者还认为,模糊逻辑为处理牙科领域的不精确值提供了一个合适的机制。

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