TABLE II:
RMSE and SSIM accuracies (mean ±SDs) of the hemodynamic parameter maps from the simulated low-dose patient data.
| RMSE | |||||
|---|---|---|---|---|---|
| FBP | TTV | LRTD-STTV | DP-ResNet | CMAA-TTV | |
| CBF | 67.284±5.362 | 18.768±3.538 | 14.908±2.921 | 13.128±3.284 | 8.790±1.672* |
| CBV | 12.064±2.073 | 3.339±0.969 | 2.676±0.862 | 2.731±0.790 | 1.891±0.466* |
| MTT | 3.490±0.933 | 0.674±0.124 | 0.484±0.085 | 0.519±0.069 | 0.276±0.043* |
| SSIM | |||||
| FBP | TTV | LRTD-STTV | DP-ResNet | CMAA-TTV | |
| CBF | 0.4169±0.093 | 0.8463±0.028 | 0.8672±0.021 | 0.9017±0.019 | 0.9326±0.009* |
| CBV | 0.4263±0.091 | 0.8528±0.046 | 0.8719±0.032 | 0.8836±0.039 | 0.9341±0.011* |
| MTT | 0.3829±0.122 | 0.8075±0.063 | 0.8734±0.055 | 0.8593±0.041 | 0.9287±0.024* |
Significantly different from the SSIM scores for other algorithms (P<0.05).