[Retracted] ECG Signal Detection and Classification of Heart Rhythm Diseases Based on ResNet and LSTM

Table 6

AUC scores of the three models.

Type	AUC (ResNet34-LSTM3)	AUC (ResNet34)	AUC (ResNet18)
A	0.967 (0.962-0.972)	0.959 (0.954-0.965)	0.954 (0.949-0.959)
N	0.979 (0.978-0.981)	0.979 (0.978-0.981)	0.965 (0.963-0.967)
O	0.945 (0.942-0.949)	0.946 (0.943-0.949)	0.887 (0.883-0.892)
~	0.998 (0.998-0.999)	0.999 (0.998-0.999)	0.998 (0.997-0.998)
Average	0.972	0.971	0.951