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Table 6 Analysis of the simulations of the physical phantom measurements

From: Analysis of a deep learning-based method for generation of SPECT projections based on a large Monte Carlo simulated dataset

Projections

Synthetic 64 U1

Synthetic 32 U4

Simulated noisy

SSIM

NRMSE (%)

SSIM

NRMSE (%)

SSIM

NRMSE (%)

Jaszczak

Simulated noise-free

0.998

1.94

0.998

2.20

0.973

7.70

Simulated noisy

0.975

7.70

0.975

7.56

1

0

NEMA

Simulated noise-free

0.997

0.43

0.995

0.49

0.990

0.93

Simulated noisy

0.987

0.94

0.985

1.05

1

0

  1. SSIM and NRMSE values between synthetic projections generated based on simulated noisy projections and simulated noise-free and noisy projections, respectively