表 3.
正常剂量图像和在20% dose下不同重建算法生成的图像的脑出血检测性能
Performance of normal dose images and low dose images reconstructed by different methods at 20% dose level for detecting intracerebral hemorrhage (The best values are shown in bold face)
Method | Accuracy | Precision | Recall | F1 Score |
Normal dose | 93.96 | 78.86 | 74.42 | 76.57 |
FBP | 65.55 | 83.33 | 10.23 | 18.23 |
PWLS-TV | 77.29 | 81.76 | 29.83 | 43.71 |
NLM | 84.56 | 71.73 | 51.45 | 59.92 |
BM3D | 77.52 | 73.46 | 34.31 | 46.78 |
REDCNN | 85.00 | 64.90 | 66.19 | 65.54 |
FBPConvNet | 87.70 | 74.70 | 59.61 | 66.30 |
IRLNet | 93.06 | 76.62 | 73.71 | 75.14 |