Table 4 Skull stripping performance across multicenter (UPMC and TCIA).
From: A general skull stripping of multiparametric brain MRIs using 3D convolutional neural network
Center | # of cases | Dice | Precision | Recall | FPR | FNR | HD95 (mm) | p-value (t-test) |
|---|---|---|---|---|---|---|---|---|
UPMC | 177 | 0.9884 ± 0.0155 | 0.9939 ± 0.0091 | 0.9834 ± 0.0272 | 0.0012 ± 0.002 | 0.0166 ± 0.072 | 2.2573 ± 2.516 | 0.0306 |
TCIA | 39 | 0.9699 ± 0.0016 | 0.9946 ± 0.0105 | 0.9409 ± 0.0281 | 0.0010 ± 0.0018 | 0.0531 ± 0.0281 | 4.2099 ± 1.52 | – |
