Ejection Fraction regression on CAMUS A4C view (10-fold CV)
0.807G&M Qual CorrelationFine-Tuning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Fine-TuningWork=Our Implementation, Pretraining=CoReEcho2024.03 | 0.807 | 5.29 | 0.693 | 6.81 | |
| Fine-TuningWork=Our Implementation, Pretraining=EchoCoTr [17]2024.03 | 0.799 | 5.33 | 0.599 | 7.49 | |
| MLP ProbingWork=Our Implementation, Pretraining=CoReEcho2024.03 | 0.73 | 6.28 | 0.57 | 8.42 | |
| RegressionWork=Wei et al. [28], Pretraining=None2024.03 | 0.725 | 6.5 | 0.674 | 7.53 | |
| ScratchWork=Our Implementation, Pretraining=None2024.03 | 0.714 | 6.2 | 0.538 | 8.28 | |
| MLP ProbingWork=Our Implementation, Pretraining=EchoCoTr [17]2024.03 | 0.66 | 7 | 0.401 | 9.84 |