HFrEF detection on BIDMC cohort (external)
53.2PRAUCECGCLIP-R34
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ECGCLIP-R34Backbone=ResNet-342026.05 | 53.2 | 87.5 | 44 | 96.8 | 51.2 | 0.474 | |
| ECGCLIP-R18Backbone=ResNet-182026.05 | 51.1 | 85.7 | 41.9 | 96.9 | 49.7 | 0.461 | |
| Merl-R18Backbone=ResNet-182026.05 | 48.6 | 85.2 | 46.1 | 95.8 | 50.4 | 0.455 | |
| Random Init-R18Backbone=ResNet-18, Initialization=Random2026.05 | 44.3 | 85.4 | 47.3 | 94.5 | 48.5 | 0.428 |