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. 2020 Dec 8;14:592352. doi: 10.3389/fnins.2020.592352

Table 1.

Number of convolutional parameters in the networks used in our experiments.

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.