A computer-aided determining method for the myometrial infiltration depth of early endometrial cancer on MRI images

Table 2 The segmentation results of different semantic segmentation models

Model	Region	IOU	PA	DSC
Attention U-net	Tumor (mean ± std)	0.655 ± 0.159	0.749 ± 0.171	0.779 ± 0.127
Attention U-net	Uterus (mean ± std)	0.738 ± 0.099	0.867 ± 0.079	0.845 ± 0.067
SegFormer	Tumor (mean ± std)	0.610 ± 0.293	0.686 ± 0.318	0.705 ± 0.298
SegFormer	Uterus (mean ± std)	0.715 ± 0.168	0.806 ± 0.173	0.820 ± 0.193
Deeplabv3	Tumor (mean ± std)	0.591 ± 0.260	0.667 ± 0.293	0.701 ± 0.263
Deeplabv3	Uterus (mean ± std)	0.722 ± 0.132	0.867 ± 0.112	0.831 ± 0.102

ISSN: 1475-925X