Liver Fibrosis Staging on Cirrhosis S4 vs S1-3
84.4AccuracyReliable and Interpretable Multi-view Learning Framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Reliable and Interpretable Multi-view Learning Frameworkuncertainty_estimation=Uncertainty-aware fusion2023.06 | 84.4 | 89 | 0.154 | |
| Ensembleuncertainty_estimation=Deep Ensemble2023.06 | 78.1 | 80.8 | 0.181 | |
| VIuncertainty_estimation=Variational Inference2023.06 | 77.6 | 79.5 | 0.229 | |
| Softmaxuncertainty_estimation=Softmax Entropy2023.06 | 77.1 | 78.7 | 0.256 | |
| Dropoutuncertainty_estimation=Monte-Carlo Dropout2023.06 | 77.1 | 79.8 | 0.183 |