Table 3.

Dice scores, mean (± standard deviation) per case over the test set.

MethodData augmentation	Neural network		Morphologyn/a
	No	Yes
Lung	93.8 ± 5.9	95.5 ± 4.5	93.6 ± 12.5
Liver	92.0 ± 3.6	95.2 ± 2.5	n/a
Bone	82.7 ± 7.6	85.8 ± 6.2	86.0 ± 6.1
Kidney	88.2 ± 7.9	91.8 ± 4.0	n/a
Bladder	58.1 ± 22.3	77.7 ± 17.8	n/a

Median performance from training checkpoints taken every 50 iterations.