TABLE 2. Comparison of Methods.
| Study | Method | Accuracy |
|---|---|---|
| J. Niu et al. [54] | Using symbolic representation and multi view convolution neural network | 96.40% |
| Alquran H et al. [55] | Using CNN algorithm to evaluate high-order spectrum estimation, bispectrum and third-order cumulants of ECG signals | 97.80 % |
| A.M.Shaker et al. [56] | Using generative adversarial networks and CNN | 98.00% |
| Jun T J et al. [57] | Using 2D-CNN | 99.05% |
| Yildirim Ö. et al. [34] | Using deep bidirectional LSTM network model | 99.39% |
| Ours work | Using time-frequency domain fusion and 1D-CNN | 99.43% |