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Table 7 Performance comparison of proposed models on GPU using parameter count and model size

From: Towards developing a segmentation method for cerebral aneurysm using a statistical multiresolution approach

Model name

Parameter count

Model size (MB)

SyN [51]

32,478,291

357.0

LT-Net [50]

29,478,291

331.2

VoxelMorph [49]

31,024,163

349.0

Dense-PSP-Unet [52]

13,882,087

143.0

Proposed method

13,289,122

143.0