DACMC loss (active-contour region term plus convolution-approximated mean curvature) yields higher Dice than CE/DC/AC/ACE on small liver CT and spleen MRI test sets with U-Net.
Regional Hausdorff distance losses for medical image segmentation
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Medical Image Segmentation based on Deep Active Contour and Mean Curvature Loss Function
DACMC loss (active-contour region term plus convolution-approximated mean curvature) yields higher Dice than CE/DC/AC/ACE on small liver CT and spleen MRI test sets with U-Net.