Low-Dimensional Denoising Embedding Transformer for ECG Classification
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Wenwu Wang | Wenbo Wang | Pengming Feng | Jian Guan | Xinxin Wang | Wenwu Wang | Jian Guan | Wenbo Wang | P. Feng | Xinxin Wang
[1] Zabir Al Nazi,et al. Classification of ECG signals by dot Residual LSTM Network with data augmentation for anomaly detection , 2019, 2019 22nd International Conference on Computer and Information Technology (ICCIT).
[2] Abdellah Adib,et al. ECG Heartbeat Classification Based on Multi-Scale Wavelet Convolutional Neural Networks , 2020, ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[3] Pankoo Kim,et al. A Deep Bidirectional GRU Network Model for Biometric Electrocardiogram Classification Based on Recurrent Neural Networks , 2019, IEEE Access.
[4] U. Rajendra Acharya,et al. ECG beat classification using PCA, LDA, ICA and Discrete Wavelet Transform , 2013, Biomed. Signal Process. Control..
[5] G.B. Moody,et al. The impact of the MIT-BIH Arrhythmia Database , 2001, IEEE Engineering in Medicine and Biology Magazine.
[6] Li Zhang,et al. Comparing the Performance of Random Forest, SVM and Their Variants for ECG Quality Assessment Combined with Nonlinear Features , 2019 .
[7] Özal Yildirim,et al. A novel wavelet sequence based on deep bidirectional LSTM network model for ECG signal classification , 2018, Comput. Biol. Medicine.
[8] Santanu Sahoo,et al. Multiresolution wavelet transform based feature extraction and ECG classification to detect cardiac abnormalities , 2017 .
[9] Moncef Gabbouj,et al. Real-Time Patient-Specific ECG Classification by 1-D Convolutional Neural Networks , 2016, IEEE Transactions on Biomedical Engineering.
[10] Yaqin Zhao,et al. ECG arrhythmia Discrimination using SVM and Nonlinear and Non-stationary Decomposition , 2019, 2019 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT).
[11] Tao Xu,et al. Deep Convolutional Neural Network Based ECG Classification System Using Information Fusion and One-Hot Encoding Techniques , 2018, Mathematical Problems in Engineering.
[12] Fathi E. Abd El-Samie,et al. An Efficient Method Of ECG Beats Feature Extraction/Classification With Multiclass SVM Error Correcting Output Codes , 2019 .
[13] Jing Wang,et al. ECG-Signal Classification Using SVM with Multi-feature , 2019, 2019 8th International Symposium on Next Generation Electronics (ISNE).
[14] Yanchun Zhang,et al. Fusing Transformer Model with Temporal Features for ECG Heartbeat Classification , 2019, 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).
[15] U. Rajendra Acharya,et al. A deep convolutional neural network model to classify heartbeats , 2017, Comput. Biol. Medicine.
[16] Mark E Josephson,et al. Use of the electrocardiogram in acute myocardial infarction. , 2003, The New England journal of medicine.
[17] Lukasz Kaiser,et al. Attention is All you Need , 2017, NIPS.
[18] Saroj Kumar Pandey,et al. Automatic detection of arrhythmia from imbalanced ECG database using CNN model with SMOTE , 2019, Australasian Physical & Engineering Sciences in Medicine.