Segmentation of Brain MRI Using SOM-FCM-Based Method and 3D Statistical Descriptors

Table 4

Mean and standard deviation of the Jaccard index for the segmentation methods in Figure 14.

Algorithm	Ref.	WM index	GM index
SOM-FCM + PVE (𝜏=0.02)	—	0.85±0.02	0.83±0.03
SOM-FCM	—	0.83±0.02	0.82±0.02
NL-FCM	[21]	0.85±0.04	0.79±0.04
R-FCM	[22]	0.85±0.04	0.84±0.04
FCM	[22]	0.83±0.03	0.82±0.03