Hyperparameter optimization: a comparative machine learning model analysis for enhanced heart disease prediction accuracy
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Networks and Communications,Hardware and Architecture,Media Technology,Software
Link
https://link.springer.com/content/pdf/10.1007/s11042-023-17273-x.pdf
Reference28 articles.
1. Christou V, Karataraki FZ, Eid O, Eid R, Moutiris JA (2022) Prevalence of Hypertension in patients with chronic Coronary Artery Disease in Cyprus. Heart 9:10. https://doi.org/10.1093/eurjpc/zwac056.174
2. Heller RF, Chinn S, Pedoe HD, Rose G (1984) How well can we predict coronary heart disease? Findings in the United Kingdom Heart Disease Prevention Project. Br Med J Clin Res Ed 288(6428):1409–1411. https://doi.org/10.1136/bmj.288.6428.1409
3. Moons P, Luyckx K, Kovacs AH (2021) Patient-reported outcomes in adults with congenital heart disease: what have we learned from APPROACH-IS? Int J Cardiol Congenit Heart Dis 2:100074. https://doi.org/10.1016/j.ijcchd.2020.100074
4. Kaya F, Başayiğit L (2022) Spatial prediction and digital mapping of soil texture classes in a floodplain using multinomial logistic regression, in Intelligent and Fuzzy Techniques for Emerging Conditions and Digital Transformation: Proceedings of the INFUS 2021 Conference, held August 24-26, 2021. Volume 2, pp. 463-473. https://doi.org/10.1007/978-3-030-85577-2_55
5. Singh P, Singh S, Pandi-Jain GS (2018) Effective heart disease prediction system using data mining techniques. Int J Nanomedicine 13(sup1):121–124. https://doi.org/10.2147/IJN.S124998
Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Spatial heterogeneity and nonlinearity study of bike-sharing to subway connections from the perspective of built environment;Sustainable Cities and Society;2024-11
2. Artificial Intelligence based Early Detection of Cardiovascular Diseases;2024 4th International Conference on Pervasive Computing and Social Networking (ICPCSN);2024-05-03
3. Data-driven optimization strategies for enhanced cardiovascular risk assessment;Journal of Statistics and Management Systems;2024
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3