Research Article

Evaluation of Multimodal Algorithms for the Segmentation of Multiparametric MRI Prostate Images

Table 3

The DSC, aRVD, and AHD ( [worst, best]) of the apex, middle, and base of the WG segmentation for the optimized networks of DenseVNet, HighRes3DNet, and ScaleNet.

MetricsDenseVNetHighRes3DNetScaleNet
ApexMiddleBaseApexMiddleBaseApexMiddleBase

DSC
[0.000, 0.930]

[0.796, 0.946]

[0.000, 0.899]

[0.050, 0.949]

[0.766, 0.957]

[0.000, 0.915]

[0.042, 0.894]

[0.483, 0.937]

[0.000, 0.916]
aRVD
[0.029, 1.000]

[0.003, 0.215]

[0.026, 1.000]

[0.001, 0.974]

[0.002, 0.835]

[0.024, 1.000]

[0.018, 0.978]

[0.001, 0.582]

[0.020, 1.000]
AHD
[1.414, 4.774]

[2.855, 5.102]

[1.323, 4.690]

[1.500, 4.942]

[2.689, 4.848]

[1.225, 4.534]

[1.658, 4.781]

[3.118, 5.565]

[1.658, 5.828]