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 | |
I | 0.74 | 0.80 | 0.25 | 0.31 | 0.72 | 0.79 | 0.26 | 0.29 |
III | 0.44 | 0.50 | 0.32 | 0.50 | 0.45 | 0.52 | 0.32 | 0.50 |
aVR | −0.38 | −0.53 | 0.72 | 0.09 | −0.39 | −0.55 | 0.72 | 0.09 |
aVL | −0.33 | −0.44 | 0.64 | 0.23 | −0.33 | −0.45 | 0.67 | 0.17 |
aVF | 0.83 | 0.90 | 0.19 | 0.61 | 0.84 | 0.92 | 0.19 | 0.62 |
V1 | 0.79 | 0.87 | 0.17 | 0.91 | 0.81 | 0.89 | 0.16 | 0.91 |
V2 | 0.71 | 0.79 | 0.22 | 0.84 | 0.72 | 0.82 | 0.21 | 0.85 |
V3 | 0.61 | 0.68 | 0.30 | 0.66 | 0.62 | 0.70 | 0.30 | 0.66 |
V4 | 0.64 | 0.71 | 0.31 | 0.31 | 0.66 | 0.74 | 0.32 | 0.32 |
V5 | 0.79 | 0.86 | 0.22 | 0.37 | 0.80 | 0.87 | 0.23 | 0.39 |
V6 | 0.85 | 0.91 | 0.18 | 0.58 | 0.85 | 0.91 | 0.18 | 0.58 |