Table 2.
Names of different predicting models.
| Model Name | Encoder and decoder mode | Deep Neural Network | Data Modality |
|---|---|---|---|
| Standard ResNet | Stitching and resizing images | ResNet | unimodal modes |
| Parallel ResNet | Parallel learning | ResNet | unimodal modes |
| Siamese ResNet | Siamese learning | ResNet | unimodal modes |
| Standard ResNext | Stitching and resizing images | ResNeXt | unimodal modes |
| Parallel ResNeXt | Parallel learning | ResNeXt | unimodal modes |
| Siamese ResNeXt | Siamese learning | ResNeXt | unimodal modes |
| Parallel ResNeXt & Age | Parallel learning | ResNeXt | multimodal mode |
| Siamese ResNext & Age | Siamese learning | ResNeXt | multimodal mode |
The prediction model, which is stitching and resizing raw images, is a standard ResNet/ResNeXt classification model.