Table 4 Test results for the HarDNet-CWS models with averaged prediction masks. i - default value of GRF power spectrum integer component; IoU - intersection over union; DSC - Dice similarity coefficient; FPE - false positive error; FNE - false negative error; DOB - date of birth; Gen - gender, HDD - health and disability decile. Note that no pretraining, augmentation, or post-processing was used in these experiments.

From: Gaussian random fields as an abstract representation of patient metadata for multimodal medical image segmentation

Metadata

i

IoU

DSC

FPE

FNE

DOB+Gen+HDD

2

0.4899

0.6128

0.0199

0.3209

DOB+Gen+HDD

5

0.4841

0.6079

0.0199

0.3192

DOB+Gen+HDD

2 & 5

0.4897

0.6122

0.0254

0.3171