Table 1. Brain phantom reconstruction results comparison with different counting rates.
Counting Rate | ROI | SNR | Bias | Variance | |||
---|---|---|---|---|---|---|---|
MLEM | MLEM+SAE | MLEM | MLEM+SAE | MLEM | MLEM+SAE | ||
5 × 104 | Total | 66.39 | 69.30 | 0.0516 | 0.0409 | 0.0146 | 0.0076 |
ROI 1 | 66.49 | 68.98 | 0.0860 | 0.0715 | 0.0148 | 0.0082 | |
ROI 2 | 56.58 | 61.70 | 0.3588 | 0.1638 | 0.1428 | 0.0439 | |
ROI 3 | 76.01 | 76.37 | 0.0317 | 0.0295 | 0.0016 | 0.0014 | |
1 × 105 | Total | 65.76 | 69.20 | 0.0548 | 0.0410 | 0.0172 | 0.0078 |
ROI 1 | 66.28 | 69.18 | 0.0872 | 0.0721 | 0.0153 | 0.0077 | |
ROI 2 | 55.83 | 61.66 | 0.3952 | 0.1639 | 0.1698 | 0.0443 | |
ROI 3 | 76.65 | 77.37 | 0.0290 | 0.0272 | 0.0014 | 0.0012 | |
5 × 105 | Total | 67.69 | 69.60 | 0.0434 | 0.0378 | 0.0100 | 0.0071 |
ROI 1 | 66.54 | 67.69 | 0.0780 | 0.0737 | 0.0144 | 0.0111 | |
ROI 2 | 59.04 | 62.21 | 0.2559 | 0.1533 | 0.0809 | 0.0391 | |
ROI 3 | 73.19 | 77.88 | 0.0484 | 0.0251 | 0.0031 | 0.0011 | |
1 × 106 | Total | 69.17 | 70.42 | 0.0387 | 0.0365 | 0.0079 | 0.0073 |
ROI 1 | 66.97 | 69.81 | 0.0782 | 0.0573 | 0.0132 | 0.0068 | |
ROI 2 | 59.75 | 61.73 | 0.2325 | 0.1640 | 0.0687 | 0.0436 | |
ROI 3 | 79.57 | 80.19 | 0.0218 | 0.0162 | 0.0027 | 0.0017 |