通过小波变换在医疗领域的应用,用强化算法预测心肌梗塞

IF 8.1 1区 计算机科学 0 COMPUTER SCIENCE, INFORMATION SYSTEMS
M. Pradeep , Debnath Bhattacharyya , Dinesh Kumar Anguraj , Tai-hoon Kim , Kingsley A Ogudo , Moulana Mohammed
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引用次数: 0

摘要

心血管病学必须对受心肌梗塞影响的各种情况进行排序,排序时使用强化算法,在电晕动脉影响比中设置独特的缺口。数据集中的排序可能由306个因子和17个慢性归因特征组成,这些特征在整体血流充血充血比内出现一个吟游诗人式的充血充血因子,并表示充血充血康复者的肉体推力、甘油三酯测量和怀抱步态评级的因子测量。当现有系统排序时,轮廓比凸度测量的概率变化为86.04%,猜想的微型因子的程度符号为85.'在一个拟议的系统中,通过开发具有肉体运动的传闻具体因子的顺序测量的衰弱搜索,当提高突然的心血管方法时,可以获得传闻具体因子中心肌梗死的危险因子,释放量为4.96.When improving the measure of carnage thrust with 0.95, outright regime benefaction in the tranquil ratio is 2641 with a ratio variation of 23.6 by improving the triglyceride measure, and destitute factor variation is 623 with a factor variation of 18.4 when correcting the bosom gaitings measure.
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Predicting cardiac infarctions with reinforcement algorithms through wavelet transform applications in healthcare
Cardiovascular pathology must requires various conditions influenced by the myocardial infarction,sorted using a reinforcement algorithm with distinctive notches in the corona arterial impact ratio.The order in a dataset might consist of 306 factors and 17 chronic impute characteristics that arise with a bardic canicular conglomerate factor within the overall sanguiferous conglomerate ratio and denote the factor measure of carnage thrust,triglyceride measure, and bosom gait ratings of conglomerate rehabilitators.When existing system order with a probability variation of 86.04% in the contour ratio convexity measure,a miniature factor of conjecture with an extent notation of 85.82%,and a cabalistic miniature exposed for the heat map.‘In a proposed system by developing the decrepit search with an order measure of an anecdotal concrete factor with carnal movement,one can access the hazard factor of myocardial infarction in the anecdotal concrete factor when raising the abrupt cardiovascular method with the release of 4.96.When improving the measure of carnage thrust with 0.95,outright regime benefaction in the tranquil ratio is 2641 with a ratio variation of 23.6 by improving the triglyceride measure,and destitute factor variation is 623 with a factor variation of 18.4 when correcting the bosom gait ratings measure.
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来源期刊
Information Sciences
Information Sciences 工程技术-计算机:信息系统
CiteScore
14.00
自引率
17.30%
发文量
1322
审稿时长
10.4 months
期刊介绍: Informatics and Computer Science Intelligent Systems Applications is an esteemed international journal that focuses on publishing original and creative research findings in the field of information sciences. We also feature a limited number of timely tutorial and surveying contributions. Our journal aims to cater to a diverse audience, including researchers, developers, managers, strategic planners, graduate students, and anyone interested in staying up-to-date with cutting-edge research in information science, knowledge engineering, and intelligent systems. While readers are expected to share a common interest in information science, they come from varying backgrounds such as engineering, mathematics, statistics, physics, computer science, cell biology, molecular biology, management science, cognitive science, neurobiology, behavioral sciences, and biochemistry.
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