Automatic Semantic Segmentation of Brain Gliomas from MRI Images Using a Deep Cascaded Neural Network

Table 6

A summary of DSC quantitative comparison on BRATS 2015 HGG dataset.

Method	Dataset	Grade	DSC
			Complete	Core	Enh
Pereira et al. [38]	BRATS 2015 Training	HGG	0.87	0.75	0.75
Havaei et al. [19]	BRATS 2015 Challenge	HGG	—	—	—
Kamnitsas et al. [21]	BRATS 2015 Training	HGG	—	—	—
Dong et al. [36]	BRATS 2015 Training	HGG	0.88	0.87	0.81
Yi et al. [37]	BRATS 2015 Training	HGG	0.89	0.79	0.80
FCN-8s	BRATS 2015 Training	HGG	0.88	0.76	0.71
Proposed	BRATS 2015 Training	HGG	0.90	0.81	0.81