Table 6. Validation results of axial, coronal and sagittal planes.

Model\plane	Axial			Coronal			Sagittal
	Loss	Accuracy	DSC	Loss	Accuracy	DSC	Loss	Accuracy	DSC
U-net	0.1088	0.9974	0.8902	0.1299	0.9971	0.8692	0.1197	0.9973	0.8791
EfficientUNet (FLAIR, T1ce, T1)	0.1056	0.9974	0.8937	0.1020	0.9974	0.8971	0.1067	0.9974	0.8925
EfficientUNet (FLAIR, T1ce, T2)	0.0926	0.9975	0.9168	0.1077	0.9973	0.8917	0.1002	0.9975	0.8991
EfficientUNet (FLAIR, T1, T2)	0.1140	0.9973	0.8849	0.1059	0.9974	0.8931	0.1135	0.9972	0.8852
EfficientUNet (T2, T1ce, T1)	0.1749	0.9963	0.8231	0.1878	0.9959	0.8101	0.1821	0.9948	0.8155