Learning-based techniques for heart disease prediction: a survey of models and performance metrics

Author:

Bizimana Pierre ClaverORCID,Zhang ZupingORCID,Asim MuhammadORCID,El-Latif Ahmed A. AbdORCID,Hammad MohamedORCID

Publisher

Springer Science and Business Media LLC

Subject

Computer Networks and Communications,Hardware and Architecture,Media Technology,Software

Reference189 articles.

1. Cdc (2022) Centers for disease control and prevention. Leading causes of death in United States of America. https://www.cdc.gov/nchs/fastats/leading-causes-of-death.htm. Accessed December 2022

2. De-Backer G, Ambrosioni E, Borch-Johnsen K et al (2004) European guidelines on cardiovascular disease prevention in clinical practice; third joint task force of european and other societies on cardiovascular disease prevention in clinical practice. Eur J Preventive Cardiol 97(10):1019–30

3. Geron A (2019) Hands-on machine learning with Scikit-learn, Keras, and TensorFlow. 2nd Edition O’Reilly Media, Inc

4. Jain A, Murty M, Flynn P (1999) An introduction to clustering algorithms for data analysis. In: ACM computing surveys. https://doi.org/10.1145/331499.331504

5. Jolliffe IT, Cadima J (2016) Principal component analysis: a review and recent developments. Philos Trans Series A, Math Phys Eng Sci 374. https://doi.org/10.1098/rsta.2015.0202

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. DECNet: Left Atrial Pulmonary Vein Class Imbalance Classification Network;Journal of Imaging Informatics in Medicine;2024-08-20

2. Automated heart disease prediction using improved explainable learning-based technique;Neural Computing and Applications;2024-05-25

3. Myocardial Infarction Diagnosis: Pattern Analysis of ECG Report Images Using Machine Learning Techniques;2024 Third International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE);2024-04-26

同舟云学术

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