Congenital Heart Disease Detection on Self
96AccuracyLv (2021)
Evaluation Results
| Method | Links | |
|---|---|---|
| Lv (2021)Duration=10s, Collection Area=Pulmonary valve, Aortic valve, Mitral valve, and Tricuspid, Age (Year)=2.4 to 3.1, Classifier=CNN2024.03 | 96 | |
| Aziz (2020)Duration=5s, Collection Area=Between the third and fourth left intercostal space, Classifier=SVM2024.03 | 95.24 | |
| Transformer-based residual 1D CNNDuration=5s, Collection Area=Pulmonary valve, Aortic valve, Mitral valve, and Tricuspid, Age (Year)=5 months to 18, Classifier=Transformer based CNN2024.03 | 93.69 | |
| Transformer-based residual 1D CNNDuration=15s, Collection Area=Pulmonary valve, Aortic valve, Mitral valve, and Tricuspid, Age (Year)=5 months to 18, Classifier=Transformer based CNN2024.03 | 93.67 | |
| Transformer-based residual 1D CNNDuration=3s, Collection Area=Pulmonary valve, Aortic valve, Mitral valve, and Tricuspid, Age (Year)=5 months to 18, Classifier=Transformer based CNN2024.03 | 92.41 | |
| Gharehbaghi (2020)Duration=10s, Collection Area=APEX, Age (Year)=1 to 15, Classifier=CNN2024.03 | 88.4 | |
| Sepehri (2018)Duration=10s, Collection Area=Unknown, Age (Year)=1 to 18, Classifier=SVM2024.03 | 87.45 | |
| Gharehbaghi (2017)Duration=10s, Collection Area=APEX, Age (Year)=1 to 12, Classifier=SVM2024.03 | 86.4 | |
| Bozkurt (2018)Duration=4-10s, Collection Area=Apical, Lower Left, Upper Left, Right parasternal, Age (Year)=Unknown, Classifier=KNN2024.03 | 81.5 |