表 1.
本文方法和其他4种R峰检测算法在可穿戴式数据集中的性能
Performance of the proposed method and 4 algorithms for R-peak detection on wearable ECG dataset
| Method | TP+FP | FN | FP | Se (%) | +P (%) | Acc (%) | DER (%) | Time (ms) |
| *P < 0.05, **P < 0.01 vs the proposed method. | ||||||||
| Pan-tompkins[12] | 2098 | 32 | 142 | 98.39* | 93.23** | 91.83** | 8.75 | 2.4 |
| Hamilton[13] | 2191 | 15 | 218 | 99.24* | 90.05** | 89.44** | 11.72 | 9.2 |
| Martinez[14] | 1943 | 273 | 228 | 86.27** | 88.27** | 77.39** | 25.20 | 3.7 |
| Lourengo[15] | 2184 | 45 | 241 | 97.74* | 88.97** | 87.17** | 14.39 | 37.6 |
| LHA-UNet | 1989 | 0 | 1 | 100 | 99.95 | 99.95 | 0.05 | 50.9 |