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. Author manuscript; available in PMC: 2021 Apr 28.
Published in final edited form as: Neuroimage. 2019 Nov 21;207:116389. doi: 10.1016/j.neuroimage.2019.116389

Table 1.

Test set performance of U-Net baseline with different input and output patch sizes.

3D U-Net Patch Size (input→output) L1 error (1e-3) PSNR NMSE
32→32 1.490±0.184 42.25±1.01 0.302±0.056
48→32 1.403±0.204 43.07±1.22 0.252±0.063
64→32 1.316±0.230 43.39±1.37 0.237±0.072
96→32 1.319±0.216 43.38±1.32 0.237±0.068

48→48 1.424±0.195 42.58±1.13 0.281±0.061
64→48 1.309±0.210 43.53±1.31 0.229±0.065
96→48 1.310±0.212 43.37±1.28 0.237±0.067
128→48 1.311±0.215 43.40±1.31 0.236±0.068

64→64 1.389±0.211 42.87±1.21 0.264±0.063
96→64 1.316±0.207 43.46±1.28 0.233±0.066
128→64 1.322±0.211 43.32±1.27 0.240±0.067