TABLE 3.

Evaluation of WMH segmentation on mild WMH cases

	HyperMapper baseline	HyperMapper Bayesian	BIANCA	DeepMedic
Dice similarity coefficient	0.841 (±0.097)	0.842 (±0.097)	0.340 (±0.067)	0.779 (±0.092)
Hausdorff distance (HD95) (mm) ↓	5.365 (±6.450)	5.252 (±6.505)	44.042 (±9.564)	8.236 (±7.190)
Absolute volume difference (%) ↓	11.298 (±12.715)	11.393 (±12.812)	275.970 (±324.757)	22.087 (±20.971)
Sensitivity (recall)	0.712 (±0.161)	0.712 (±0.160)	0.780 (±0.187)	0.749 (±0.160)
F‐1 score	0.720 (±0.116)	0.721 (±0.116)	0.096 (±0.048)	0.594 (±0.120)

Note: ↓ indicates that smaller values represent better performance.

Values in bold indicate best performance.

Abbreviation: WMH, white matter hyperintensity.