Research Article
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 | |
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