Low-Grade Glioma Segmentation Based on CNN with Fully Connected CRF

Table 6

Performance of different CNN structures associated with the CRF on the training data.

CNN structure	DSC	PPV	Sensitivity
One way CNN with CRF	0.8493	0.8355	0.8637
Early fusion with CRF	0.8506	0.8297	0.8745
Late fusion with CRF	0.8059	0.7415	0.8825