Mitral Regurgitation Detection on 4CH CMR images (test)
62Pos. AccCUSSP-SIAM-25
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CUSSP-SIAM-25Model=BarlowTwins-Siamese-MLP, Fine-tuning=With Siamese network, Window Size=25 frames2023.10 | 62 | 96 | 80 | 62 | 69 | 88 | |
| CUSSP-SIAMModel=BarlowTwins-Siamese-MLP, Fine-tuning=With Siamese network2023.10 | 55 | 96 | 66 | 55 | 60 | 80 | |
| CNN-LSTM2023.10 | 53 | 86 | 45 | 53 | 44 | 72 | |
| CUSSP-1Model=BarlowTwins-MLP, Fine-tuning=Without fine-tuning2023.10 | 38 | 87 | 29 | 38 | 32 | 65 | |
| CUSSP-3Model=BarlowTwins-MLP, Fine-tuning=Without fine-tuning2023.10 | 38 | 90 | 35 | 38 | 36 | 66 | |
| CUSSP-2Model=BarlowTwins-MLP, Fine-tuning=Without fine-tuning2023.10 | 29 | 87 | 25 | 29 | 27 | 63 | |
| RFDescription=Random Forest baseline with 10-fold cross validation2023.10 | 9 | 99 | 43 | 9 | 14 | 58 |