Research Article
BA-GCA Net: Boundary-Aware Grid Contextual Attention Net in Osteosarcoma MRI Image Segmentation
Table 2
Hyperparameters of the model.
| | stage | Hyperparameter | Value |
| | GCA block | Strategy | Residual |
| | ST block | Weight | Zero | | Bias | [1, 0, 0, 0, 1, 0] | | Interpolation method | Bilinear |
| | STL block | num_levels | 128 |
| | Loss function | | Based on ratios in batch | | 0.2 | | 1.25 |
| | Training | Initializer | kaiming_uniform | | Epochs | 200 | | Base learning rate | 0.0001 | | Optimizer | Adam | | Learning rate decay | | | Up-sampling | Bilinear |
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