Attention-ResUNet reaches 99.30% mean Dice score on the HC18 fetal head ultrasound dataset, outperforming ResUNet, Attention U-Net, Swin U-Net, U-Net, and U-Net++ with statistical significance.
IEEE Trans
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Attention-ResUNet for Automated Fetal Head Segmentation
Attention-ResUNet reaches 99.30% mean Dice score on the HC18 fetal head ultrasound dataset, outperforming ResUNet, Attention U-Net, Swin U-Net, U-Net, and U-Net++ with statistical significance.