二类模糊系统在常见病诊断中的应用

B. Erin, R. Abiyev
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引用次数: 2

摘要

人类疾病诊断是一个复杂而困难的过程,需要高水平的专业知识。每种疾病都有一系列可观察到的体征和症状。根据这些症状来了解患者的健康问题,并对这些疾病做出明确的诊断是很困难的。这种疾病的诊断是基于医生的知识。模糊逻辑是设计基于知识的疾病诊断系统的最佳方法之一。本文采用适当的输入值,设计了一种用于诊断常见疾病的2型模糊系统。为构建模糊规则库,定义了输入症状和输出疾病。这些关系使用类型2的IF-Then规则来表示。基于模糊规则进行了二类模糊推理系统的设计。设计的系统将帮助医生诊断普通疾病,如普通感冒和流感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Diagnosis of Common Diseases Using Type-2 Fuzzy System
High level of expertise is required for human disease diagnosis which is a complicated and difficult process. Each disease is characterised with the set of observable sign and symptoms. Based on these symptoms to understand patient health problems and to make a diagnosis of these diseases with their clear definition is difficult. The diagnosis of the disease is based on knowledge of doctor physicians. Fuzzy logic is one of the best approaches to design knowledge-based system for diagnosis of the diseases. In this paper, the design of a type-2 fuzzy system is performed for diagnosis of the common diseases using proper values of the inputs. The input symptoms and output diseases are defined for construction of the fuzzy rule base. The relationships are presented using type-2 IF-Then rules. Based on the fuzzy rules the design of type-2 fuzzy inference system is performed. The designed system will help the physician to diagnose common diseases such as common cold and flu.
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