Research Article
Interpatient ECG Arrhythmia Detection by Residual Attention CNN
Table 8
Comparison of related experiments.
| Works | ACC | (%) | (%) | (%) | SEN | Ppr | | SEN | Ppr | | SEN | Ppr | |
| Dictionary (2018) [38] | 95.1 | 90.9 | 99.4 | 94.2 | 80.8 | 48.8 | 60.8 | 82.2 | 85.4 | 83.8 | DCNN (2018) [39] | 94.0 | 90.6 | 98.8 | 94.5 | 82.3 | 38.1 | 52.1 | 92.0 | 72.1 | 80.9 | MPCNN (2019)[40] | 96.4 | 98.8 | 97.4 | 98.1 | 76.5 | 76.6 | 76.6 | 85.7 | 94.1 | 89.7 | DDCNN + CLSM (2020) [41] | 95.1 | 97.5 | 97.6 | 97.6 | 83.8 | 59.4 | 69.5 | 80.4 | 90.2 | 85.0 | Linear discriminant (2021) [42] | 87.3 | 78.7 | 99.3 | 87.8 | 89.4 | 37.5 | 52.9 | 86.5 | 93.0 | 89.6 | Proposed | 98.5 | 98.9 | 98.6 | 98.8 | 83.1 | 82.5 | 82.8 | 93.5 | 90.1 | 91.7 |
|
|