Research Article
[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 |
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