Table 3 Mean DSC between the ground truth (csPCa-Histo) segmentation and the predicted segmentation (csPCa-CNN and csPCa-AI-Rad) for various networks
Network | Input Data | Fusion | Mean DSC |
|---|---|---|---|
UNet | T2W only |  | 0.14 ± 14 |
ADC only | 0.25 ± 20 | ||
High b-Value only | 0.28 ± 21 | ||
mpMRI & parametric clinical data | EF | 0.30 ± 0.23 | |
IF | 0.34 ± 0.26 | ||
LF | 0.36 ± 0.24 | ||
mpMRI only | EF | 0.26 ± 0.22 | |
IF | 0.33 ± 0.23 | ||
LF | 0.34 ± 0.26 | ||
RADAI | mpMRI only | EF | 0.31 ± 0.21 |