An automated detection of heart arrhythmias using machine learning technique: SVM

Author:

Usha Kumari Ch.,Sampath Dakshina Murthy A.,Lakshmi Prasanna B.,Pala Prasad Reddy M.,Kumar Panigrahy Asisa

Funder

Department of Science and Technology, Ministry of Science and Technology, India

Publisher

Elsevier BV

Subject

General Medicine

Reference20 articles.

1. Butt, M. M., Akram, M. U., & Khan, S. A. (2015, September). Classifying normal sinus rhythm and cardiac arrhythmias in ECG signals using statistical features in temporal domain. In2015 9th Asia Modelling Symposium (AMS)(pp. 28-31). IEEE.

2. Sun, W., Zeng, N., & He, Y. (2019). Morphological Arrhythmia Automated Diagnosis Method Using Gray-Level Co-occurrence Matrix Enhanced Convolutional Neural Network.IEEE Access.

3. Detection of life-threatening arrhythmias using feature selection and support vector machines;Alonso-Atienza;IEEE Trans. Biomed. Eng.,2013

4. Elghazzawi, Z., & Geheb, F. (1996, September). A knowledge-based system for arrhythmia detection. In Computers in Cardiology 1996 (pp. 541-544). IEEE.

5. Strauss, D., Steidl, G., & Jung, J. (2001, September). Arrhythmia detection using signal-adapted wavelet preprocessing for support vector machines. In Computers in Cardiology 2001. Vol. 28 (Cat. No. 01CH37287) (pp. 497-500). IEEE.

Cited by 40 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. Optimized multi-stage sifting approach for ECG arrhythmia classification with shallow machine learning models;International Journal of Information Technology;2023-12-20

2. Optimization of cryogenic processing parameters based on mathematical test functions using a newer hybrid approach (HAIS-GA);International Journal on Interactive Design and Manufacturing (IJIDeM);2023-12-14

3. Optimization of cutting forces in high-speed ball-end milling using fuzzy-based desirability function approach;International Journal on Interactive Design and Manufacturing (IJIDeM);2023-11-25

4. Grey based Taguchi method for multi-response optimization of FSW of aluminium AA 6061 alloy;International Journal on Interactive Design and Manufacturing (IJIDeM);2023-10-18

5. Machining of ceramic matrix composites: Challenges in surface integrity;Materials Today: Proceedings;2023-10

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