TABLE IV.

Comparison of multi-task learning with mixup on cortical plate segmentation. Bold type indicates statistically better results at p = 0.01.

Training/fine-tuning data	Test data	DSC	HD95 (mm)	ASSD (mm)	ECE	MCE
Multitask learning	CP- younger fetus	0.90 ± 0.02	0.81 ± 0.01	0.18 ± 0.03	0.05±0.03	0.13±0.08
	CP- older fetus	0.85 ± 0.03	0.90 ± 0.16	0.30 ± 0.05	0.04±0.02	0.09±0.05
	CP- newborn	0.92 ± 0.02	0.81 ± 0.02	0.16 ± 0.02	0.03±0.01	0.07±0.02
mixup	CP- younger fetus	0.89 ± 0.02	0.81 ± 0.01	0.17 ± 0.03	0.08 ± 0.03	0.18 ± 0.09
	CP- older fetus	0.84 ± 0.03	0.95 ± 0.25	0.34 ± 0.07	0.08 ± 0.04	0.14 ± 0.06
	CP- newborn	0.92 ± 0.02	0.84 ± 0.06	0.20 ± 0.04	0.06 ± 0.02	0.12 ± 0.03