Table 4. Statistical Analysis of Image Quality Scores of Different Algorithms (Mean ± SD).
Normal-dose | Low-dose | ASD-POCS | KSVD | BM3D | CNN200 | ||
---|---|---|---|---|---|---|---|
Artifact reduction | R1 | 3.95 ± 0.60 | 1.95 ± 0.69* | 2.85 ± 0.59* | 2.60 ± 0.50* | 3.45 ± 0.60* | 3.65 ± 0.58 |
R2 | 4.05 ± 0.51 | 1.95 ± 0.51* | 2.95 ± 0.39* | 2.90 ± 0.39* | 3.40 ± 0.60* | 3.80 ± 0.52 | |
R3 | 3.95 ± 0.22 | 1.75 ± 0.44* | 2.80 ± 0.41* | 2.75 ± 0.44* | 3.40 ± 0.50* | 3.80 ± 0.41 | |
Average | 3.98 ± 0.47 | 1.88 ± 0.56* | 2.87 ± 0.47* | 2.80 ± 0.48* | 3.42 ± 0.56* | 3.75 ± 0.51 | |
Noise suppression | R1 | 3.90 ± 0.64 | 1.70 ± 0.57* | 3.05 ± 0.51* | 3.00 ± 0.46* | 3.60 ± 0.50 | 3.65 ± 0.49 |
R2 | 4.25 ± 0.44 | 1.85 ± 0.49* | 3.50 ± 0.51* | 3.40 ± 0.50* | 4.05 ± 0.39 | 4.05 ± 0.51 | |
R3 | 3.90 ± 0.31 | 1.55 ± 0.51* | 3.00 ± 0.56* | 3.05 ± 0.60* | 3.65 ± 0.49 | 3.75 ± 0.55 | |
Average | 4.01 ± 0.50 | 1.70 ± 0.53* | 3.18 ± 0.57* | 3.15 ± 0.55* | 3.77 ± 0.50* | 3.82 ± 0.54 | |
Contrast retention | R1 | 3.85 ± 0.59 | 1.65 ± 0.49* | 2.65 ± 0.49* | 2.80 ± 0.52* | 3.50 ± 0.51* | 3.55 ± 0.51* |
R2 | 3.95 ± 0.39 | 1.55 ± 0.51* | 2.60 ± 0.50* | 2.85 ± 0.49* | 3.50 ± 0.51* | 3.55 ± 0.51* | |
R3 | 3.95 ± 0.39 | 1.85 ± 0.49* | 2.60 ± 0.50* | 2.95 ± 0.22* | 3.55 ± 0.51* | 3.50 ± 0.51* | |
Average | 3.92 ± 0.46 | 1.68 ± 0.50* | 2.62 ± 0.49* | 2.87 ± 0.43* | 3.52 ± 0.50* | 3.53 ± 0.50* | |
Overall image quality | R1 | 3.85 ± 0.49 | 1.75 ± 0.44* | 2.65 ± 0.49* | 2.70 ± 0.47* | 3.55 ± 0.51 | 3.65 ± 0.49 |
R2 | 3.90 ± 0.31 | 1.65 ± 0.49* | 2.95 ± 0.22* | 3.05 ± 0.22* | 3.60 ± 0.60* | 3.70 ± 0.57 | |
R3 | 3.85 ± 0.37 | 1.55 ± 0.51* | 2.70 ± 0.47* | 2.75 ± 0.44* | 3.60 ± 0.50 | 3.65 ± 0.49 | |
Average | 3.87 ± 0.39 | 1.65 ± 0.48* | 2.7 ± 0.43* | 2.83 ± 0.42* | 3.58 ± 0.53* | 3.67 ± 0.51 |
* indicates , which means significantly different.