Table 1 Ablation experiment
From: Attention-enhanced architecture for improved pneumonia detection in chest X-ray images
Method | Accuracy |
|---|---|
ResNet-50 | 0.94 |
ResNet-50 + skip connetions | 0.96 |
ResNet-50 + skip connetions + Focal loss | 0.98 |
From: Attention-enhanced architecture for improved pneumonia detection in chest X-ray images
Method | Accuracy |
|---|---|
ResNet-50 | 0.94 |
ResNet-50 + skip connetions | 0.96 |
ResNet-50 + skip connetions + Focal loss | 0.98 |