ECG Abnormality Classification on G12EC (test)
96SpecificityBaseline CLS
Evaluation Results
| Method | Links | |
|---|---|---|
| Baseline CLSAbnormality=LBBB, Sensitivity=0.972024.09 | 96 | |
| WaveGANAbnormality=LBBB, Sensitivity=0.972024.09 | 96 | |
| SimGANAbnormality=LBBB, Sensitivity=0.972024.09 | 96 | |
| SSSD-ECGAbnormality=LBBB, Sensitivity=0.972024.09 | 96 | |
| MultiODE-GANAbnormality=LBBB, Sensitivity=0.972024.09 | 96 | |
| DCGANAbnormality=LBBB, Sensitivity=0.972024.09 | 95 | |
| ME-GANAbnormality=LBBB, Sensitivity=0.972024.09 | 95 | |
| MultiODE-GANAbnormality=RBBB, Sensitivity=0.942024.09 | 92 | |
| MultiODE-GANAbnormality=LAD, Sensitivity=0.892024.09 | 91 | |
| ME-GANAbnormality=RBBB, Sensitivity=0.942024.09 | 90 | |
| SimGANAbnormality=RBBB, Sensitivity=0.942024.09 | 90 | |
| SSSD-ECGAbnormality=RBBB, Sensitivity=0.942024.09 | 90 | |
| ME-GANAbnormality=LAD, Sensitivity=0.892024.09 | 90 | |
| SimGANAbnormality=LAD, Sensitivity=0.892024.09 | 90 | |
| SSSD-ECGAbnormality=LAD, Sensitivity=0.892024.09 | 90 | |
| MultiODE-GANAbnormality=IRBBB, Sensitivity=0.822024.09 | 89 | |
| Baseline CLSAbnormality=RBBB, Sensitivity=0.942024.09 | 89 | |
| DCGANAbnormality=RBBB, Sensitivity=0.942024.09 | 89 | |
| WaveGANAbnormality=RBBB, Sensitivity=0.942024.09 | 89 | |
| WaveGANAbnormality=LAD, Sensitivity=0.892024.09 | 89 | |
| Baseline CLSAbnormality=LAD, Sensitivity=0.892024.09 | 88 | |
| WaveGANAbnormality=IRBBB, Sensitivity=0.822024.09 | 87 | |
| SimGANAbnormality=IRBBB, Sensitivity=0.822024.09 | 87 | |
| SSSD-ECGAbnormality=IRBBB, Sensitivity=0.822024.09 | 87 | |
| DCGANAbnormality=LAD, Sensitivity=0.892024.09 | 87 | |
| MultiODE-GANAbnormality=AFL, Sensitivity=0.932024.09 | 87 | |
| DCGANAbnormality=IRBBB, Sensitivity=0.822024.09 | 86 | |
| ME-GANAbnormality=IRBBB, Sensitivity=0.822024.09 | 86 | |
| MultiODE-GANAbnormality=IAVB, Sensitivity=0.942024.09 | 85 | |
| Baseline CLSAbnormality=IRBBB, Sensitivity=0.822024.09 | 85 | |
| ME-GANAbnormality=AFL, Sensitivity=0.932024.09 | 85 | |
| SSSD-ECGAbnormality=AFL, Sensitivity=0.932024.09 | 85 | |
| SSSD-ECGAbnormality=IAVB, Sensitivity=0.942024.09 | 84 | |
| WaveGANAbnormality=AFL, Sensitivity=0.932024.09 | 84 | |
| SimGANAbnormality=AFL, Sensitivity=0.932024.09 | 84 | |
| WaveGANAbnormality=IAVB, Sensitivity=0.942024.09 | 83 | |
| ME-GANAbnormality=IAVB, Sensitivity=0.942024.09 | 83 | |
| SimGANAbnormality=IAVB, Sensitivity=0.942024.09 | 83 | |
| Baseline CLSAbnormality=AFL, Sensitivity=0.932024.09 | 83 | |
| Baseline CLSAbnormality=IAVB, Sensitivity=0.942024.09 | 82 | |
| DCGANAbnormality=IAVB, Sensitivity=0.942024.09 | 82 | |
| DCGANAbnormality=AFL, Sensitivity=0.932024.09 | 82 | |
| MultiODE-GANAbnormality=LAnFB, Sensitivity=0.892024.09 | 80 | |
| WaveGANAbnormality=LAnFB, Sensitivity=0.892024.09 | 77 | |
| ME-GANAbnormality=LAnFB, Sensitivity=0.892024.09 | 77 | |
| SimGANAbnormality=LAnFB, Sensitivity=0.892024.09 | 77 | |
| SSSD-ECGAbnormality=LAnFB, Sensitivity=0.892024.09 | 77 | |
| MultiODE-GANAbnormality=NSIVCB, Sensitivity=0.782024.09 | 76 | |
| Baseline CLSAbnormality=LAnFB, Sensitivity=0.892024.09 | 76 | |
| DCGANAbnormality=LAnFB, Sensitivity=0.892024.09 | 76 | |
| SSSD-ECGAbnormality=NSIVCB, Sensitivity=0.782024.09 | 75 | |
| ME-GANAbnormality=NSIVCB, Sensitivity=0.782024.09 | 74 | |
| SimGANAbnormality=NSIVCB, Sensitivity=0.782024.09 | 74 | |
| WaveGANAbnormality=NSIVCB, Sensitivity=0.782024.09 | 73 | |
| Baseline CLSAbnormality=NSIVCB, Sensitivity=0.782024.09 | 72 | |
| SimGANAbnormality=QAb, Sensitivity=0.812024.09 | 72 | |
| SSSD-ECGAbnormality=QAb, Sensitivity=0.812024.09 | 72 | |
| MultiODE-GANAbnormality=QAb, Sensitivity=0.812024.09 | 72 | |
| DCGANAbnormality=NSIVCB, Sensitivity=0.782024.09 | 70 | |
| Baseline CLSAbnormality=QAb, Sensitivity=0.812024.09 | 70 | |
| DCGANAbnormality=QAb, Sensitivity=0.812024.09 | 70 | |
| WaveGANAbnormality=QAb, Sensitivity=0.812024.09 | 70 | |
| ME-GANAbnormality=QAb, Sensitivity=0.812024.09 | 70 |