Light Weighted Healthcare CNN Model to Detect Prostate Cancer on Multiparametric MRI

Table 3

Performance comparison of Convolutional Network SE-block removal methods.

Fusion method	Whether Adc Se-Resnet removes SE-block	Does T2w Se-Resnet remove SE-block	DSC	Sensitivity	Specificity	PPV
SE-feature map concatenation	No	No	0.654	0.695	0.970	0.685
SE-feature map concatenation	No	Yes	0.633	0.722	0.960	0.634
SE-feature map concatenation	Yes	No	0.633	0.726	0.960	0.630
SE-feature map concatenation	Yes	Yes	0.621	0.641	0.975	0.670