. Author manuscript; available in PMC: 2021 Feb 16.

Published in final edited form as: Mach Learn Med Imaging. 2020 Sep 29;12436:663–673. doi: 10.1007/978-3-030-59861-7_67

Table 1.

Dice ratio (%) of cerebellum segmentation results on testing subjects at 18 months, 12 months, and 6 months of age.

Age in month	Method	CSF	GM	WM
18	volBrain	N/A	78.23 ± 1.10	54.43 ± 3.87
	ADU-Net	87.57 ± 1.70	91.57 ± 0.43	93.52 ± 0.65
	Proposed	91.36 ± 1.11⁺	93.40 ± 0.75⁺	94.39 ± 0.69
12	volBrain	N/A	70.80 ± 13.54	49.86 ± 4.70
	ADU-Net	84.06 ± 2.40	89.83 ± 0.88	91.89 ± 0.68
	Proposed	90.50 ± 1.25⁺	93.08 ± 0.47⁺	94.14 ± 0.48⁺
6	volBrain	N/A	77.76 ± 1.24	50.96 ± 3.91
	ADU-Net	76.68 ± 0.76	86.30 ± 0.79	88.98 ± 1.87
	Proposed	85.35 ± 0.76⁺	90.23 ± 1.15⁺	92.02 ± 1.92⁺

^“+”

indicates that our proposed method is significantly better than both volBrain and ADU-Net methods with p-value < 0.05.