An Edge-Assisted Computing and Mask Attention Based Network for Lung Region Segmentation

Table 7

Ablation study for the edge-assisted computing module, mask attention modules, and multiscale aggregation loss on the Montgomery dataset.

Methods	PA (%)	Dice (%)	JA (%)
EAM-Net without the edge-assisted computing module	98.81	97.79	96.05
EAM-Net without the mask attention modules	98.84	97.78	95.98
EAM-Net replacing the multiscale aggregation loss with the single-scale loss	98.89	97.85	96.07
EAM-Net	99.16	98.23	96.52

Bold values represent the the highest performance for each performance metric.