Table 1 Hyperparameter search space
From: Automatic segmentation of the great arteries for computational hemodynamic assessment
Parameter | Type | Domain |
|---|---|---|
Scales | Architecture | {2, 3, 4} |
Layers per block | Architecture | {2, 3, 4} |
Initial filters | Architecture | {32, 64} |
Learning rate | Training | [0.0001, 0.01] |
Batch size | Training | {2, 4} |
Loss function | Training | {CCE, Dice, IoU, Tversky, focal Tversky} |