A Novel U-Net Based Deep Learning Method for 3D Cardiovascular MRI Segmentation

Table 3

Comparison of experimental results between the improved method and the 3D methods. Bold results are the best ones.

	Myocardium			Blood pool
Method	Dice (%)	ADB	Haus.	Dice (%)	ADB	Haus.
3D U-Net [11]	69.4	2.596	12.796	79.4	2.550	14.634
V-Net [26]	70.3	2.367	10.624	81.9	2.435	12.539
VoxResNet [19]	77.4	2.041	13.199	86.7	2.157	19.723
DenseVoxNet [23]	79.2	0.943	7.175	89.48	0.955	9.608
Ours	84.5	0.721	5.027	94.0	0.831	4.102