TABLE 3.

Statistics of agreement between manual and automatic segmentations in the independent test dataset.

	Model	U-NET	Attention U-NET	SEG-NET
Subcutaneous fat	DSC	0.972 ± 0.047	0.988 ± 0.021	0.842 ± 0.088
	IOU	0.946 ± 0.083	0.977 ± 0.041	0.730 ± 0.131
	Precision	0.967 ± 0.042	0.982 ± 0.033	0.788 ± 0.145
	Recall	0.977 ± 0.069	0.994 ± 0.021	0.913 ± 0.135
Visceral fat	DSC	0.935 ± 0.068	0.971 ± 0.056	0.821 ± 0.213
	IOU	0.881 ± 0.115	0.945 ± 0.102	0.709 ± 0.279
	Precision	0.933 ± 0.096	0.973 ± 0.072	0.725 ± 0.284
	Recall	0.940 ± 0.078	0.970 ± 0.067	0.970 ± 0.037
Muscle	DSC	0.908 ± 0.052	0.916 ± 0.049	0.737 ± 0.167
	IOU	0.832 ± 0.086	0.845 ± 0.082	0.591 ± 0.206
	Precision	0.902 ± 0.071	0.894 ± 0.081	0.622 ± 0.232
	Recall	0.915 ± 0.074	0.940 ± 0.058	0.927 ± 0.063