Research Article

BA-GCA Net: Boundary-Aware Grid Contextual Attention Net in Osteosarcoma MRI Image Segmentation

Table 2

Hyperparameters of the model.

stageHyperparameterValue

GCA blockStrategyResidual

ST blockWeightZero
Bias[1, 0, 0, 0, 1, 0]
Interpolation methodBilinear

STL blocknum_levels128

Loss functionBased on ratios in batch
0.2
1.25

TrainingInitializerkaiming_uniform
Epochs200
Base learning rate0.0001
OptimizerAdam
Learning rate decay
Up-samplingBilinear