A Deep-Learning Model with Learnable Group Convolution and Deep Supervision for Brain Tumor Segmentation

Table 1

Experiment results of models applied to the BraTS 2018 validation set.

Model	(M)	(G)	Dice (%)			Hausdorff (mm)
			Et	Wt	Tc	Et	Wt	Tc
DMFNet [33]	3.84	23.60	79.79	89.90	84.01	2.77	5.01	6.44
DMFNet + LG	4.75	33.78	80.17	90.02	85.22	2.80	4.62	5.73
DLSDNet	5.23	36.14	80.36	90.25	86.20	2.78	4.47	5.74