CMMCSegNet: Cross-Modality Multicascade Indirect LGE Segmentation on Multimodal Cardiac MR

Table 5

Performance comparisons between direct and indirect segmentation of LGE modality using different techniques, where the LSGAN adversarial loss and vgg perceptual loss are employed and the loss weight parameters are manually given.

Strategy	Network	LV	MYO	RV
Direct	FCNs [4]
	U-net [5]
	U-net++ [44]
	Attention U-net [45]
Indirect	FCNs [4]
	U-net [5]
	U-net++ [44]
	Attention U-net [45]
	CMMCSegNet