Table 2 Segmentation results of various FCN models in test set 1
From: A fast and accurate brain extraction method for CT head images
Models | MPA | MIoU | MBF |
|---|---|---|---|
U-net | 0.9893 | 0.9825 | 0.9845 |
Segnet | 0.9911 | 0.9836 | 0.9879 |
Deeplabv3+- ResNet50 | 0.9910 | 0.9838 | 0.9882 |
Deeplabv3+- Mobilenetv2 | 0.9903 | 0.9828 | 0.9873 |
Deeplabv3+- Xception | 0.9904 | 0.9831 | 0.9872 |