Table 3.
Metrics | Class | Performance (%) | |||||||
---|---|---|---|---|---|---|---|---|---|
DenseNet121 | DenseNet201 | ResNet50 | ResNet101 | ||||||
Intra | Inter | Intra | Inter | Intra | Inter | Intra | Inter | ||
Accuracy | CHDs | 97 | 67 | 100 | 93 | 99 | 76 | 95 | 84 |
Normal | 98 | 74 | 100 | 90 | 99 | 78 | 97 | 69 | |
Sensitivity | CHDs | 93 | 100 | 100 | 96 | 98 | 100 | 90 | 96 |
Normal | 100 | 59 | 100 | 86 | 100 | 61 | 100 | 55 | |
Specificity | CHDs | 100 | 50 | 100 | 89 | 100 | 65 | 100 | 75 |
Normal | 96 | 100 | 100 | 95 | 99 | 100 | 95 | 92 |
* Intra: intra-patient; Inter: inter-patient.