Classification of ECG beats using deep belief network and active learning
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Science Applications,Biomedical Engineering
Link
http://link.springer.com/article/10.1007/s11517-018-1815-2/fulltext.html
Reference37 articles.
1. Acharya R, Kumar A, Bhat P et al (2004) Classification of cardiac abnormalities using heart rate signals. Med Biol Eng Comput 42:288–293
2. Ahn CW, Ramakrishna RS (2003) Elitism-based compact genetic algorithms. IEEE Trans Evol Comput 7:367–385
3. Al Rahhal MM, Bazi Y, AlHichri H, Alajlan N, Melgani G, Yager RR (2016) Deep learning approach for active classification of electrocardiogram signals. Inform Sci 345:340–354
4. Alonso-Atienza F, Morgado E, Fernandez-Martinez L, Garcia-Alberola A, Rojo-Alvarez JL (2014) Detection of life-threatening arrhythmias using feature selection and support vector machines. IEEE Trans Biomed Eng 61:832–840
5. Alvarado AS, Lakshminarayan C, Principe JC (2012) Time-based compression and classification of heartbeats. IEEE Trans Biomed Eng 59:1641–1648
Cited by 42 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. A blood cell classification method based on MAE and active learning;Biomedical Signal Processing and Control;2024-04
2. Deep learning‐based regional ECG diagnosis platform;Pacing and Clinical Electrophysiology;2023-11-29
3. Deep Learning-Based ECG Analysis for Myocardial Infarction Detection;2023 15th International Conference on Innovations in Information Technology (IIT);2023-11-14
4. RECOGNITION OF ATRIAL FIBRILLATION BASED ON CNN-LSTM AND LAPLACIAN SUPPORT VECTOR MACHINE;Journal of Mechanics in Medicine and Biology;2023-10-04
5. Arrhythmia Detection and Classification on Cardiac Sensed Signals Using Deep Learning Techniques;Advances in Bioinformatics and Biomedical Engineering;2023-10-02
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