Fuzzy inference analysis of the arterial hypertension effect on aneurysm

Bouharati Imene, Boubendir Nasser-Eddine, Bouharati Khaoula, Laouari Slimane
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Abstract

BACKGROUND: Several factors are at the root of the aneurysm. This disease is characterized by the loss of parallelism of the abdominal aorta, which widens to a breaking point. This anomaly is silent, and it is discovered by accident during the diagnosis of another patient. High blood pressure is often associated with the aneurysm. The age factor is directly linked to other factors that are often poorly understood. SUBJECTS AND METHODS: This study proposes the analysis of these factors by artificial intelligence techniques, in particular fuzzy analysis. This mode of reasoning compensates for the uncertainties inherent in the process. A fuzzy system is established, allowing factors recorded from 100 diagnosed patients to be entered as input variables to the system to read the predicted aortic diameter. RESULTS: The result at the output of the system will be as precise as possible, because, it is calculated from the aggregation of all the variables. This study compensates for imprecision and uncertainty by considering blood pressure as an imprecise and therefore fuzzy variable CONCLUSIONS: The result at the output of the system will be as precise as possible, because it is calculated from the aggregation of all the variables. In the absence of a systematic screening program, this system can be a tool to help prevent this disease.
动脉高压对动脉瘤影响的模糊推理分析
背景:几个因素是动脉瘤的根源。这种疾病的特征是腹主动脉的平行性丧失,它变宽到断裂点。这种异常是沉默的,是在诊断另一个病人时偶然发现的。高血压常与动脉瘤有关。年龄因素与其他通常知之甚少的因素直接相关。研究对象和方法:本研究提出采用人工智能技术,特别是模糊分析对这些因素进行分析。这种推理方式弥补了过程中固有的不确定性。建立了一个模糊系统,允许从100名确诊患者中记录的因素作为输入变量输入系统,以读取预测的主动脉直径。结果:系统输出的结果将尽可能精确,因为它是由所有变量的总和计算出来的。本研究通过将血压作为一个不精确的模糊变量来补偿不精确和不确定性。结论:系统输出的结果将尽可能精确,因为它是由所有变量的总和计算出来的。在缺乏系统筛查计划的情况下,该系统可以成为帮助预防这种疾病的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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