Table 7. Overall parameter comparison table used for automatic segmentation brain MR images based on the U-net model.

No.	Parameters	U-Net[8]	Overlapping patch-wise U-Net	Proposed method
1	Input size	256×256	128×128	128×128
2	Training set	20 subjects	20 subjects	20 subjects
3	Testing set	30 subjects	30 subjects	30 subjects
4	Slice extraction (for axial)	176 slices from each subject	176 slices from each subject	176 slices from each subject
5	# of patches (for 1 slice)	1	32 (Stride of 8 pixels)	4
6	Computational time	3 hours	35 hours	4 hours
7	DSC (OASIS dataset)	0.90	0.94	0.93
8	JI (OASIS dataset)	0.81	0.89	0.87