Modified parametric-based AlexNet structure to classify ECG signals for cardiovascular diseases

Author:

Aarthy S.T.,Mazher Iqbal J.L.

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Industrial and Manufacturing Engineering,Mechanics of Materials,Electronic, Optical and Magnetic Materials

Reference21 articles.

1. A Deep Learning (Neural Network) Approach for ECG Heartbeat Classification: Arrhythmia Detection;Salami,2020

2. An ECG heartbeat classification method based on deep convolutional neural network;Zhang;Journal of Healthcare Engineering,2021

3. ECG Heartbeat Classification Based on Signal- To-Image Transformation Using Convolutional Neural Networks;Degirmenci,2020

4. A novel arrhythmia classification of electrocardiogram signal based on modified HRNet and ECA;Hua;Meas. Sci. Technol.,2022

5. ECG signal classification with hybrid features using bayesian optimized KNearest neighbors classifier;Deepak;International Journal of Intelligent Engineering and Systems,2021

Cited by 2 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. An Explainable Multimodal Data Fusion Approach for Heart Failure Detection;2024 IEEE International Symposium on Medical Measurements and Applications (MeMeA);2024-06-26

2. Diagnosis of Cardiovascular Diseases by Ensemble Optimization Deep Learning Techniques;International Journal of Healthcare Information Systems and Informatics;2023-11-28

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