From: Electrocardiogram lead conversion from single-lead blindly-segmented signals
Lead | Shared encoder | Individual encoders | ||||||
---|---|---|---|---|---|---|---|---|
r (avg.) | r (med.) | RMSE | SSIM | r (avg.) | r (med.) | RMSE | SSIM | |
II | 0.35 | 0.37 | 0.37 | 0.18 | 0.36 | 0.38 | 0.37 | 0.19 |
III | 0.17 | 0.19 | 0.41 | 0.27 | 0.17 | 0.19 | 0.43 | 0.28 |
aVR | 0.65 | 0.74 | 0.23 | 0.81 | 0.67 | 0.78 | 0.22 | 0.83 |
aVL | 0.40 | 0.49 | 0.32 | 0.52 | 0.36 | 0.46 | 0.35 | 0.47 |
aVF | 0.17 | 0.15 | 0.41 | 0.23 | 0.17 | 0.14 | 0.41 | 0.22 |
V1 | 0.55 | 0.62 | 0.25 | 0.78 | 0.57 | 0.64 | 0.24 | 0.79 |
V2 | 0.50 | 0.57 | 0.27 | 0.73 | 0.50 | 0.56 | 0.28 | 0.73 |
V3 | 0.35 | 0.35 | 0.37 | 0.46 | 0.36 | 0.37 | 0.37 | 0.44 |
V4 | 0.27 | 0.26 | 0.43 | 0.16 | 0.34 | 0.36 | 0.41 | 0.19 |
V5 | 0.46 | 0.51 | 0.36 | 0.11 | 0.45 | 0.53 | 0.35 | 0.11 |
V6 | 0.44 | 0.49 | 0.34 | 0.22 | 0.45 | 0.52 | 0.34 | 0.21 |