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. 2022 Dec 28;11:116–125. doi: 10.1109/JTEHM.2022.3232791

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%