Table 4. Generalizability.

the DSC (in %) and ASSD (in mm) values of the 12 subcortical structures on dHCP scans with age of around 40 weeks PMA.

	nnUnet		MAML		Our method
Structure	DSC	ASSD	DSC	ASSD	DSC	ASSD
Thalamus_L	86.2 ± 2.3	0.59 ± 0.17	88.6 ± 1.7	0.46 ± 0.13	91.1 ± 2.6	0.22 ± 0.05
Caudate_L	68.6 ± 6.1	0.70 ± 0.16	75.5 ± 3.8	0.60 ± 0.22	84.6 ± 3.3	0.14 ± 0.04
Putamen_L	69.6 ± 4.4	0.87 ± 0.29	75.0 ± 5.2	0.65 ± 0.19	85.1 ± 2.8	0.10 ± 0.03
Pallidum_L	71.1 ± 5.5	0.28 ± 0.10	79.9 ± 3.2	0.23 ± 0.04	84.5 ± 2.2	0.13 ± 0.05
Hippocampus_L	74.9 ± 2.6	0.57 ± 0.14	71.4 ± 2.4	0.71 ± 0.19	82.4 ± 3.5	0.16 ± 0.04
Amygdala_L	72.4 ± 4.3	0.20 ± 0.04	79.7 ± 3.6	0.13 ± 0.03	82.8 ± 2.4	0.13 ± 0.02
Thalamus_R	85.3 ± 2.1	0.63 ± 0.19	87.6 ± 2.2	0.38 ± 0.08	91.4 ± 2.9	0.25 ± 0.06
Caudate_R	69.4 ± 2.3	0.53 ± 0.21	74.4 ± 4.2	0.55 ± 0.16	84.2 ± 3.4	0.19 ± 0.04
Putamen_R	67.2 ± 6.0	0.72 ± 0.16	73.2 ± 6.6	0.57 ± 0.17	86.3 ± 2.7	0.12 ± 0.02
Pallidum_R	70.0 ± 4.1	0.58 ± 0.15	81.6 ± 3.0	0.31 ± 0.07	83.9 ± 2.7	0.15 ± 0.05
Hippocampus_R	76.7 ± 3.2	0.62 ± 0.13	72.3 ± 3.1	0.66 ± 0.13	84.0 ± 2.8	0.14 ± 0.03
Amygdala_R	75.0 ± 5.1	0.18 ± 0.04	78.1 ± 4.3	0.14 ± 0.04	81.9 ± 2.5	0.11 ± 0.03