Analytical Fuzzy Solution of the Ventricular Pressure Equation and Prediction of the Blood Pressure

IF 1.1 Q2 MATHEMATICS, APPLIED Computational Methods for Differential Equations Pub Date : 2021-01-01 DOI:10.22034/CMDE.2020.34163.1563
T. Allahviranloo, M. Keshavarz, S. Abbasbandy, M. Modarressi
{"title":"Analytical Fuzzy Solution of the Ventricular Pressure Equation and Prediction of the Blood Pressure","authors":"T. Allahviranloo, M. Keshavarz, S. Abbasbandy, M. Modarressi","doi":"10.22034/CMDE.2020.34163.1563","DOIUrl":null,"url":null,"abstract":"The cardiovascular system is an extremely intelligent and dynamic system which adjusts its performance depending on the individual's physical and environmental conditions. Some of these physical and environmental conditions may create slight disruptions in the cardiovascular system leading to a variety of diseases. Since prevention has always been preferable to treatment, this paper examined the Instantaneous Pressure-Volume Relation (IPVR) and also the pressure of the artery root. The fuzzy mathematics as a powerful tool is used to evaluate and predict the status of an individual's blood pressure. The arterial pressure is modeled as a first-order fuzzy differential equation and an analytical solution for this equation is obtained and an example show the behavior of the solution. The risk factors using fuzzy rules are assessed, which help diagnose the status of individual's blood pressure. Using the outcome by drawing the individual's attention to these risk factors, the individual's health is improved. Moreover, in this study adaptive neuro-fuzzy inference system (ANFIS) models is evaluated to predict the status of an individual's blood pressure on the basis of the inputs.","PeriodicalId":44352,"journal":{"name":"Computational Methods for Differential Equations","volume":null,"pages":null},"PeriodicalIF":1.1000,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computational Methods for Differential Equations","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.22034/CMDE.2020.34163.1563","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
引用次数: 0

Abstract

The cardiovascular system is an extremely intelligent and dynamic system which adjusts its performance depending on the individual's physical and environmental conditions. Some of these physical and environmental conditions may create slight disruptions in the cardiovascular system leading to a variety of diseases. Since prevention has always been preferable to treatment, this paper examined the Instantaneous Pressure-Volume Relation (IPVR) and also the pressure of the artery root. The fuzzy mathematics as a powerful tool is used to evaluate and predict the status of an individual's blood pressure. The arterial pressure is modeled as a first-order fuzzy differential equation and an analytical solution for this equation is obtained and an example show the behavior of the solution. The risk factors using fuzzy rules are assessed, which help diagnose the status of individual's blood pressure. Using the outcome by drawing the individual's attention to these risk factors, the individual's health is improved. Moreover, in this study adaptive neuro-fuzzy inference system (ANFIS) models is evaluated to predict the status of an individual's blood pressure on the basis of the inputs.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
心室压力方程的模糊解析解及血压预测
心血管系统是一个极其智能和动态的系统,它根据个人的身体和环境条件调整其性能。这些物理和环境条件中的一些可能会对心血管系统造成轻微的破坏,从而导致各种疾病。由于预防总是比治疗更重要,因此本文检测了瞬时压力-体积关系(IPVR)和动脉根压力。模糊数学作为一种强大的工具,被用来评估和预测个体的血压状况。将动脉压建模为一阶模糊微分方程,得到了该方程的解析解,并举例说明了解的性质。利用模糊规则对危险因素进行评估,有助于诊断个体的血压状况。利用结果引起个人对这些风险因素的注意,个人的健康得到改善。此外,在本研究中,评估自适应神经模糊推理系统(ANFIS)模型,以根据输入预测个体的血压状态。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
CiteScore
2.20
自引率
27.30%
发文量
0
审稿时长
4 weeks
期刊最新文献
Two explicit and implicit finite difference schemes for time fractional Riesz space diffusion equation An effective technique for the conformable space-time fractional cubic-quartic nonlinear Schrodinger equation with different laws of nonlinearity A Study on Homotopy Analysis Method and Clique Polynomial Method Hybrid shrinking projection extragradient-like algorithms for equilibrium and fixed point problems A numerical solution of two-dimensional hyperbolic telegraph equation based on moving least square meshless method and radial basis functions
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1