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引用次数: 1

摘要

目前,医学诊断与面向人工智能的方法有着密切的关系。由于在一些输入数据-专家知识和设计有效的解决方法上采用智能机制是可行的,甚至生物医学工程领域也对获得人工智能的支持感兴趣。如果考虑到这种方式的应用,我们可以看到医学诊断有很大的百分比。在解释的意义上,本章的目的是使用遗传算法(GA)来诊断头痛疾病。遗传算法作为一种受益于进化机制的流行和基本技术,可以处理许多不同类型的现实问题。因此,选择它作为头痛疾病检测问题的解决方法/算法,形成了本研究的研究框架。本章内容介绍了所进行的诊断应用和结果。
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Determining Headache Diseases With Genetic Algorithm
Currently, medical diagnosis has a strong relation with the artificial-intelligence-oriented approaches. Because it is practical to employ intelligent mechanisms over some input data-expert knowledge and design effective solution ways, even the biomedical engineering field is interested in taking support from artificial intelligence. If applications in this manner are taken into consideration, we can see that medical diagnoses have a big percentage. In the sense of the explanations, the objective of this chapter is to use genetic algorithm (GA) for diagnosing headache diseases. As a popular and essential technique benefiting from evolutionary mechanisms, GA can deal with many different types of real-world problems. So, it has been chosen as the solution way/algorithm over the headache disease detection problem, which shapes the research framework of the study. The chapter content gives information about the performed diagnosis application and the results.
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