Table 1.
Architecture | Params | Ex. time | Ex. time | Ex. time |
---|---|---|---|---|
(millions) | Synthetic (s) | TOF MRA (s) | μCTA (s) | |
DeepVesselNet-FCN | 0.05 | 13 | 13 | 4 |
DeepVesselNet-VNet | 16.56 | 17 | 20 | 7 |
DeepVesselNet-UNet | 4.45 | 13 | 14 | 4 |
VNet | 22.89 | 23 | 26 | 11 |
UNet | 7.41 | 17 | 19 | 6 |
For the purpose of comparison, the number of parameters stated here refers to only the convolutional layers in the various architectures. Ex. Time refers to the average time in seconds required to process one volume in the sythetic and MRA TOF datasets.