Deep Convolutional Generative Adversarial Network with LSTM for ECG Denoising

Table 3

The results of removing different kinds of noise by Bi-LSTM and LSTM-DCGAN.

Indicators	Methods	Noise type
		MA	BW	EM
SNRimp	Bi-LSTM	20.807	18.896	15.063
	LSTM-DCAGN	18.334	19.873	17.941
RMSE	Bi-LSTM	0.029	0.036	0.057
	LSTM-DCAGN	0.039	0.033	0.041
PRD	Bi-LSTM	10.904	13.525	20.724
	LSTM-DCAGN	14.140	12.117	15.140