ECG heartbeat arrhythmias classification: a comparison study between different types of spectrum representation and convolutional neural networks architectures-Reference-Cited by-同舟云学术

ECG heartbeat arrhythmias classification: a comparison study between different types of spectrum representation and convolutional neural networks architectures

Published:2021-04-08 Issue: Volume: Page:
ISSN:1868-5137
Container-title:Journal of Ambient Intelligence and Humanized Computing
language:en
Short-container-title:J Ambient Intell Human Comput

Author:

Alqudah Ali Mohammad^ORCID,Qazan Shoroq,Al-Ebbini Lina,Alquran Hiam,Qasmieh Isam Abu

Publisher

Springer Science and Business Media LLC

Subject

General Computer Science

Link

http://link.springer.com/content/pdf/10.1007/s12652-021-03247-0.pdf

Reference48 articles.

1. Alarsan FI, Younes M (2019) Analysis and classification of heart diseases using heartbeat features and machine learning algorithms. J Big Data 6:81. https://doi.org/10.1186/s40537-019-0244-x

2. Al-Fahoum A, Al-Fraihat A, Al-Araida A (2014) Detection of cardiac ischaemia using bispectral analysis approach. J Med Eng Technol 38:311–316. https://doi.org/10.3109/03091902.2014.925983

3. Alom MZ, Taha TM, Yakopcic C, et al (2018) The history began from AlexNet: a comprehensive survey on deep learning approaches. arXiv:180301164 [cs]

4. Alqudah AM (2017) An enhanced method for real-time modelling of cardiac related biosignals using Gaussian mixtures. J Med Eng Technol 41:600–611. https://doi.org/10.1080/03091902.2017.1382587

5. Alqudah AM (2019a) Towards classifying non-segmented heart sound records using instantaneous frequency based features. J Med Eng Technol 43:418–430. https://doi.org/10.1080/03091902.2019.1688408

Cited by 45 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. Text mining based an automatic model for software vulnerability severity prediction;International Journal of System Assurance Engineering and Management;2024-05-31

2. Prediction of pedestrian crossing behaviour at unsignalized intersections using machine learning algorithms: analysis and comparison;Journal on Multimodal User Interfaces;2024-05-28

3. Comparative Performance Analysis of Time-Frequency Domain Images and Raw Signal Data for Classification of ECG Signals;Düzce Üniversitesi Bilim ve Teknoloji Dergisi;2024-04-29

4. Heart Murmur Severity Stages Classification Using Multikernel Residual CNN;IEEE Sensors Journal;2024-04-15

5. Ranking of components for reliability estimation of CBSS: an application of entropy weight fuzzy comprehensive evaluation model;International Journal of System Assurance Engineering and Management;2024-02-15