A Soft Label Method for Medical Image Segmentation with Multirater Annotations

Table 1

The segmentation performance (mean  standard deviation) of different combinations of loss functions: supervised loss + consistency regularization loss.

Loss			Performance
			CE and CE	0.005	0.5	94.09 ± 0.51
CE and DL	0.005	0.5	93.55  0.78
DL and DL	0.005	0.1	92.39  1.09
DL and CE	0.005	0.1	91.15  1.16
FL and FL	0.005	0.5	89.91  0.59