Research Article
A Sparse Volume Reconstruction Method for Fetal Brain MRI Using Adaptive Kernel Regression
Table 1
The RMSE and SSIM value comparison of fetal brain reconstruction with different removal proportions, respectively.
| Different removal proportions | RMSE | MSSIM | Kainz et al.’s method (2015) | Our method | Kainz et al.’s method (2015) | Our method |
| 0% | 19.096 | 19.096 | 1 | 1 | 10% | 32.578 | 29.120 | 0.9752 | 0.9759 | 20% | 38.043 | 33.947 | 0.9690 | 0.9691 | 30% | 43.171 | 36.790 | 0.9591 | 0.9608 | 40% | 49.194 | 41.027 | 0.9478 | 0.9458 | 50% | 55.894 | 45.480 | 0.9202 | 0.9366 | 60% | 67.053 | 53.305 | 0.9063 | 0.9271 | 70% | 81.522 | 62.964 | 0.8667 | 0.8993 | 80% | 111.917 | 78.886 | 0.7862 | 0.8449 | 90% | 180.483 | 112.249 | 0.6338 | 0.7407 |
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