Table 3 Test results of each algorithm in test set 2
From: A fast and accurate brain extraction method for CT head images
Methods | MPA | MIoU | MBF | AET(seconds) |
|---|---|---|---|---|
FABEM | 0.9968 | 0.9936 | 0.9963 | 0.43 |
U-net | 0.9957 | 0.9894 | 0.9825 | 1.69 |
Segnet | 0.9963 | 0.9912 | 0.9929 | 1.74 |
Deeplabv3+- ResNet50 | 0.9965 | 0.9921 | 0.9942 | 1.68 |
Deeplabv3+- Mobilenetv2 | 0.9963 | 0.9914 | 0.9926 | 1.66 |
Deeplabv3+- Xception | 0.9962 | 0.9918 | 0.9935 | 1.68 |