Research Article
Deep Convolutional Generative Adversarial Network with LSTM for ECG Denoising
Table 4
Denoising results of the model for lead V1.
| Indicators | Lead | SNR | -1 dB | 3 dB | 7 dB |
| SNRimp | V1 | 18.632 | 16.827 | 11.950 | MLII | 19.254 | 16.125 | 13.105 |
| RMSE | V1 | 0.045 | 0.029 | 0.033 | MLII | 0.035 | 0.032 | 0.028 |
| PRD | V1 | 14.276 | 11.148 | 11.808 | MLII | 12.914 | 11.629 | 10.350 |
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