Deep Convolutional Generative Adversarial Network with LSTM for ECG Denoising

Table 5

Denoising ability of 15-fold experiments on new data.

Indicators	Records
	100	103	106	109	115	116	123	202	205	209	220	223	230	231	234	Average
SNRimp	14.473	16.291	14.380	13.728	19.217	16.587	19.163	11.900	14.549	17.745	17.995	15.419	18.443	13.389	14.355	15.842
RMSE	0.044	0.036	0.052	0.082	0.041	0.048	0.042	0.055	0.042	0.056	0.053	0.045	0.058	0.074	0.043	0.051
PRD	21.363	17.452	21.991	23.210	12.611	16.953	12.597	29.069	21.212	14.909	14.266	19.198	13.650	24.258	21.830	18.971