表 2.
正常剂量图像和在25% 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 25% 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 | 74.61 | 81.38 | 28.62 | 42.35 |
PWLS-TV | 83.00 | 82.01 | 46.41 | 59.28 |
NLM | 88.26 | 75.05 | 59.59 | 66.43 |
BM3D | 82.21 | 72.08 | 49.70 | 58.83 |
REDCNN | 88.44 | 70.09 | 64.28 | 67.06 |
FBPConvNet | 89.60 | 77.72 | 64.29 | 70.37 |
IRLNet | 93.51 | 78.06 | 74.00 | 75.97 |