Skip to main content
. Author manuscript; available in PMC: 2024 Feb 23.
Published before final editing as: IEEE Trans Neural Netw Learn Syst. 2022 Jun 3;PP:10.1109/TNNLS.2022.3177134. doi: 10.1109/TNNLS.2022.3177134

TABLE III.

Analysis of Network Structure for 3D CT / MRI Image Reconstruction

Network Structure Pancreas CT T1 MRI
Width=512 4 Layers 38.04 / 0.981 29.93 / 0.933
6 Layers 38.83 / 0.984 31.23 / 0.950
8 Layers 37.44 / 0.977 31.75 / 0.956
Width=256 8 Layers 39.06 / 0.986 31.10 / 0.948
16 Layers 34.04 / 0.953 30.98 / 0.945
20 Layers 34.04 / 0.955 30.23 / 0.937

Evaluation metric: PSNR / SSIM values are reported.

PSNR (dB), peak signal noise ratio, SSIM, structural similarity.