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The ablation study-based comparison of CardioNet-B and CardioNet-X on the JSRT dataset.
| Methods | Segmentation Regions | Number of Trainable Parameters | Number of 3 × 3 Convolution Layers | Acc | J | D |
|---|---|---|---|---|---|---|
| CardioNet-X | Lungs | 1.57 M | 10 | 98.08 | 93.04 | 96.38 |
| Heart | 98.91 | 88.70 | 93.84 | |||
| Clavicle bone | 97.81 | 85.99 | 91.53 | |||
| CardioNet-B | Lungs | 1.72 M | 16 | 99.24 | 97.28 | 98.61 |
| Heart | 99.08 | 90.42 | 94.76 | |||
| Clavicle bone | 99.76 | 86.74 | 92.74 |
