A Cascaded Convolutional Neural Network for Assessing Signal Quality of Dynamic ECG

Table 4

Classification results of baseline and cascaded CNN model on private dataset.

Class\model	Baseline			Cascaded CNN
	Se (%)	Sp (%)	Ac (%)	Sp (%)	Sp (%)	Ac (%)
Low interference	90.3	96.2		95.4	98.4
Mild myoelectrical noise	87.9	97.3		91.1	98.2
Severe myoelectrical noise	89.5	97.6	88.3	92.9	98.4	92.7
Mild motion artifacts	85.8	96.5		92.3	97.7
Severe motion artifacts	88.0	97.6		91.8	98.3