Table 1.
SkullFix | SkullBreak | |
---|---|---|
Training/test split | ||
Volume size | ||
Voxel size | various | 0.4 mm |
Preprocessing | acquisition geometry regularization transform | acquisition geometry regularization transform and rigid alignment using the landmarks defining Frankfort-horizontal plane |
Skull segmentation | thresholding at 150 HU, noise removal using connected components analysis | convolutional neural network and graph-cut [3] |
Defect injection | binary defect shape subtraction from complete skull | binary defect shape subtraction from complete skull and defect border smoothing using morphological operations |