Research Article

Deep Convolutional Generative Adversarial Network with LSTM for ECG Denoising

Table 4

Denoising results of the model for lead V1.

IndicatorsLeadSNR
-1 dB3 dB7 dB

SNRimpV118.63216.82711.950
MLII19.25416.12513.105

RMSEV10.0450.0290.033
MLII0.0350.0320.028

PRDV114.27611.14811.808
MLII12.91411.62910.350