Skip to main content
. 2019 Oct 21;41(2):309–327. doi: 10.1002/hbm.24803

Table 2.

Effect of augmenting the CNN‐B with CNN‐SC alone, the CNN‐WV alone, and both CNN‐SP on network performance for the hippocampus segmentation experiment

Dice (%) MHD (mm)
CNN‐B 90.2 (2.8) 0.27 (0.10)
CNN‐Ba 87.2 (3.2) 4.59 (2.47)
CNN‐WV 90.9 (2.4) 0.26 (0.13)
CNN‐WVa 90.6 (2.5) 0.54 (0.59)
CNN‐SC 91.3 (2.1) 0.24 (0.09)
CNN‐SCa 90.1 (2.6) 0.64 (0.40)
CNN‐SP 91.5 (2.0) 0.23 (0.08)
CNN‐SPa 91.4 (2.1) 0.25 (0.14)

Note: Mean Dice and MHD values over both left and right hippocampi are reported, with SDs in parentheses.

Abbreviations: CNN, convolutional neural network; CNN‐B, baseline CNN; CNN‐SC, CNN with spatial coordinates; CNN‐SP, CNN with both spatial priors; CNN‐WV, CNN with working volume; MHD, modified Hausdorff distance.

a

No postprocessing was performed.