Table 1.

Comparison of the proposed method with the state-of-the-art methods on IBSR dataset in terms of Dsc and standard deviation.

Target tissues	FIRST4	FreeSurfer3	Lin et al.16 method	Kaisar et al.27 method	Xu et al.26 method	Liu et al.21 method	Proposed method
L Thalamus	0.889 ± 0.018	0.830 ± 0.018	0.87 ± 0.03	0.910 ± 0.014	0.921 ± 0.017	0.904	0.914 ± 0.022
R Thalamus	0.890 ± 0.017	0.849 ± 0.021	0.86 ± 0.03	0.914 ± 0.016	0.920 ± 0.018		0.902 ± 0.024
L Hippocampus	0.809 ± 0.022	0.784 ± 0.054	0.77 ± 0.02	0.851 ± 0.024	0.819 ± 0.050	0.829	0.857 ± 0.045
R Hippocampus	0.810 ± 0.140	0.794 ± 0.025	0.76 ± 0.02	0.851 ± 0.024	0.842 ± 0.039		0.849 ± 0.057
L Caudate	0.797 ± 0.046	0.808 ± 0.079	0.78 ± 0.04	0.896 ± 0.018	0.824 ± 0.079	0.862	0.885 ± 0.021
R Caudate	0.837 ± 0.117	0.801 ± 0.042	0.81 ± 0.03	0.896 ± 0.020	0.854 ± 0.044		0.898 ± 0.027
L Putamen	0.860 ± 0.060	0.771 ± 0.039	0.84 ± 0.02	0.900 ± 0.014	0.900 ± 0.024	0.897	0.903 ± 0.037
R Putamen	0.876 ± 0.080	0.799 ± 0.026	0.84 ± 0.02	0.904 ± 0.012	0.905 ± 0.026		0.905 ± 0.024
L Pallidum	0.815 ± 0.088	0.693 ± 0.189	0.71 ± 0.07	0.825 ± 0.050	0.752 ± 0.080	0.814	0.878 ± 0.029
R Pallidum	0.799 ± 0.060	0.792 ± 0.085	0.74 ± 0.05	0.829 ± 0.046	0.812 ± 0.039		0.876 ± 0.031
L Amygdala	0.721 ± 0.053	0.585 ± 0.064	0.70 ± 0.06	0.763 ± 0.052	0.723 ± 0.076	0.753	0.801 ± 0.055
R Amygdala	0.707 ± 0.054	0.576 ± 0.076	0.67 ± 0.07	0.768 ± 0.058	0.729 ± 0.091		0.795 ± 0.079
Average	0.818	0.757	0.780	0.859	0.833	0.843	0.872