TABLE X:
The comparison results of disease localization. The best result in each cell is bolded. The differences among the models are significant by RM-ANOVA for T(IoU)=0.1 (p = 0.008) and T(IoU)=0.5 (p = 0.013).
| T(IoU) | model | Atelectasis | Cardiomegaly | Effusion | Infiltration | Mass | Nodule | Pneumonia | Pneumothorax |
|---|---|---|---|---|---|---|---|---|---|
|
| |||||||||
| 0.1 | A-GCN-PPS (ours) | 0.4889 | 0.9932 | 0.6667 | 0.6667 | 0.4706 | 0.0000 | 0.6417 | 0.3469 |
| AlexNet | 0.3889 | 1.0000 | 0.6144 | 0.5285 | 0.4706 | 0.0253 | 0.5833 | 0.3265 | |
| A-GCN-APS | 0.3000 | 0.9863 | 0.5294 | 0.4634 | 0.2824 | 0.0127 | 0.5167 | 0.2755 | |
|
| |||||||||
| 0.5 | A-GCN-PPS (ours) | 0.0222 | 0.3836 | 0.0458 | 0.1138 | 0.0471 | 0.0000 | 0.0750 | 0.0408 |
| AlexNet | 0.0111 | 0.2260 | 0.0784 | 0.0569 | 0.0824 | 0.0000 | 0.0750 | 0.0306 | |
| A-GCN-APS | 0.0000 | 0.3082 | 0.0327 | 0.0325 | 0.0235 | 0.0000 | 0.0500 | 0.0204 | |