Lukasz Kubus, A. Yastrebov, Katarzyna Poczeta, M. Poterała, L. Gromadziński
{"title":"The use of fuzzy cognitive maps in evaluation of prognosis of chronic heart failure patients","authors":"Lukasz Kubus, A. Yastrebov, Katarzyna Poczeta, M. Poterała, L. Gromadziński","doi":"10.23919/SPA.2018.8563352","DOIUrl":null,"url":null,"abstract":"Fuzzy cognitive map (FCM) is an effective tool for modeling decision support systems. It describes the analyzed problem in the form of key concepts and causal connections between them. The aim of this paper is to use the fuzzy cognitive map in evaluation of prognosis for patients with chronic heart failure. The developed evolutionary algorithm for fuzzy cognitive maps learning and medical data of consecutive chronic heart failure patients were used to select the most significant concepts and determine the relationships between them.","PeriodicalId":265587,"journal":{"name":"2018 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA)","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/SPA.2018.8563352","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
Fuzzy cognitive map (FCM) is an effective tool for modeling decision support systems. It describes the analyzed problem in the form of key concepts and causal connections between them. The aim of this paper is to use the fuzzy cognitive map in evaluation of prognosis for patients with chronic heart failure. The developed evolutionary algorithm for fuzzy cognitive maps learning and medical data of consecutive chronic heart failure patients were used to select the most significant concepts and determine the relationships between them.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
