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. Author manuscript; available in PMC: 2024 Jun 1.
Published in final edited form as: IEEE Trans Med Imaging. 2023 Jun 1;42(6):1707–1719. doi: 10.1109/TMI.2023.3236216

TABLE I.

Mean values of quantitative metrics for different models on the simulated datasets (standard deviation IN PARENTHESES). ↓ indicates lower values being more accurate, and vice versa.

Methods PSNR / dB ↑ SSIM ↑ NRMSE ↓ NCC ↑ run time / min ↓

Simulated adult brain data

SVRTK [4] 28.71 (3.33) 0.8861 (0.0459) 0.1129 (0.0452) 0.8706 (0.0598) 24.57 (3.42)
SVR-GPU [13] 26.68 (4.38) 0.7526 (0.1936) 0.1518 (0.0867) 0.7360 (0.2775) 11.63 (2.23)
NeSVoR 28.85 (3.22) 0.8901 (0.0317) 0.1103 (0.0427) 0.8772 (0.0526) 6.13 (0.30)

Simulated fetal brain data

SVRTK [4] 22.10 (2.39) 0.8694 (0.0792) 0.1772 (0.0504) 0.6517 (0.2007) 8.38 (2.83)
SVR-GPU [13] 21.64 (0.70) 0.8031 (0.0460) 0.1809 (0.0169) 0.6552 (0.0779) 2.36 (0.87)
NiftyMIC [14] 21.09 (2.20) 0.7919 (0.1651) 0.1978 (0.0525) 0.5647 (0.2445) 189.24 (79.81)
NeSVoR 23.63 (1.17) 0.9290 (0.0354) 0.1446 (0.0199) 0.7804 (0.055) 1.92 (0.09)