Deep Neural Network-Based Novel Mathematical Model for 3D Brain Tumor Segmentation

Table 1

The Dice, Hausdorff, sensitivity, and specificity measures were used to analyze the statistical characteristics of the BraTS 2019 testing dataset for the classification job.

	Dice			Hausdorff			Sensitivity			Specificity
	ET	WT	TC	ET	WT	TC	ET	WT	TC	ET	WT	TC
Mean	0.603	0.823	0.712	6.92	6.24	8.53	0.723	0.895	0.793	0.934	0.852	0.721
StdDev	0.293	0.062	0.132	12.84	10.73	12.34	0.273	0.042	0.176	0.002	0.004	0.004
Median	0.724	0.823	0.821	2.21	3.17	4.17	0.824	0.835	0.843	0.834	0.926	0.926