PAWP Prediction on Cardiac MRI (test)
0.8327AUCTri-modal Hybrid fusion
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Tri-modal Hybrid fusionModality=FC, SA, and CM, Resolution=128 x 128, Fusion strategy=Hybrid fusion, Uncertainty binning=true2023.03 | 0.8327 | 80.38 | 0.5099 | |
| Tri-modal (FC, SA, and CM) Hybrid fusionModality=FC, SA, and CM, Resolution=64 x 64, Fusion strategy=Hybrid fusion, Uncertainty binning=true2023.03 | 0.8146 | 77.74 | 0.446 | |
| Bi-modal (FC and CM): Late fusionModality=FC and CM, Resolution=128 x 128, Fusion strategy=Late fusion2023.03 | 0.8135 | 79.25 | 0.4999 | |
| Bi-modal (SA and FC): Late fusionModality=SA and FC, Resolution=128 x 128, Fusion strategy=Late fusion2023.03 | 0.8122 | 75.47 | 0.3594 | |
| Unimodal (FC)Modality=Four-Chamber (FC), Resolution=128 x 1282023.03 | 0.81 | 79.25 | 0.4666 | |
| Bi-modal (FC and CM): Late fusionModality=FC and CM, Resolution=64 x 64, Fusion strategy=Late fusion2023.03 | 0.8061 | 77.09 | 0.4435 | |
| Tri-modal Hybrid fusion without uncertainty binningModality=FC, SA, and CM, Resolution=128 x 128, Fusion strategy=Hybrid fusion, Uncertainty binning=false2023.03 | 0.8036 | 78.2 | 0.4779 | |
| Unimodal (FC)Modality=Four-Chamber (FC), Resolution=64 x 642023.03 | 0.8034 | 75.09 | 0.424 | |
| Bi-modal (SA and FC): Late fusionModality=SA and FC, Resolution=64 x 64, Fusion strategy=Late fusion2023.03 | 0.8028 | 75.09 | 0.3644 | |
| Bi-modal (SA and FC): Early fusionModality=SA and FC, Resolution=64 x 64, Fusion strategy=Early fusion2023.03 | 0.7998 | 76.98 | 0.4185 | |
| Tri-modal Hybrid fusion without uncertainty binningModality=FC, SA, and CM, Resolution=64 x 64, Fusion strategy=Hybrid fusion, Uncertainty binning=false2023.03 | 0.7892 | 75.13 | 0.4278 | |
| Bi-modal (SA and CM): Late fusionModality=SA and CM, Resolution=128 x 128, Fusion strategy=Late fusion2023.03 | 0.7629 | 74.34 | 0.3666 | |
| Bi-modal (SA and CM): Late fusionModality=SA and CM, Resolution=64 x 64, Fusion strategy=Late fusion2023.03 | 0.7564 | 75.85 | 0.3825 | |
| Unimodal (SA)Modality=Short-Axis (SA), Resolution=128 x 1282023.03 | 0.7495 | 73.21 | 0.3277 | |
| Bi-modal (SA and FC): Early fusionModality=SA and FC, Resolution=128 x 128, Fusion strategy=Early fusion2023.03 | 0.747 | 72.83 | 0.3512 | |
| Unimodal (SA)Modality=Short-Axis (SA), Resolution=64 x 642023.03 | 0.7391 | 73.12 | 0.3604 | |
| Unimodal (CM)Modality=Cardiac Measurement (CM), Resolution=not specified2023.03 | 0.73 | 74 | 0.1182 |