Table 5 A performance comparison of the single-scale architecture with different possible locations to add the spatial location information. Abbreviations: last convolutional layer (LCL), first fully connected layer (FFCL), second fully connected layer (SFCL).

From: Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities

Method

Validation set A z

Test set Dice

LCL

0.9964

0.763

FFCL

0.9971

0.781

SFCL

0.9967

0.778