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. 2020 May 5;15(6):909–920. doi: 10.1007/s11548-020-02186-z

Table 4.

Mean DSC, ss models on BraTS 2019 validation data

Encoder DSC Sensitivity Specificity HD
U-NET 0.813 0.841 0.987 19.747
Modified U-NET 0.820 0.853 0.987 12.014
VGGNet 0.829 0.837 0.990 9.756
ResNet 0.823 0.832 0.990 10.005
DenseNet 0.841 0.860 0.989 10.595
Xception 0.834 0.865 0.988 12.571
MobileNet 0.830 0.855 0.989 11.696
NASNet 0.830 0.861 0.988 11.673
MobileNetV2 0.822 0.854 0.988 13.894
Questionmarks 0.909 0.924 0.994 NA