A U-Net variant with paired inputs outputs relation maps, and the Dice inconsistency between predicted union and intersection maps serves as an unsupervised confidence score for segmentation.
U-Net: Convolutional networks for biomedical image segmentation,
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Relation U-Net
A U-Net variant with paired inputs outputs relation maps, and the Dice inconsistency between predicted union and intersection maps serves as an unsupervised confidence score for segmentation.