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Network architectures used in PA image understanding.
| General task | Specific task | Network architecture |
|---|---|---|
| Image understanding | Classification | Simple NN;67,69 AlexNet;70 GoogLeNet;70 Resnet;71,72 Simple CNN;73,74 simple CNN combined with traditional classifier;74,75 and ResNet1876 |
| Segmentation | U-Net77,78 and simple NN applied in iterative method68 | |
| Motion correction | Simple CNN79 |
