Dynamic Regulation of Level Set Parameters Using 3D Convolutional Neural Network for Liver Tumor Segmentation

Table 1

Comparison of tumor segmentation results on testing datasets of 20 3D CT scans with five initializations.

Method with init	VOE (%)	RVD (%)	ASD (mm)	RMSD (mm)	DICE
DRLS 6px
FLS 6px
DRLS 10px
FLS 10px
DRLS 15px
FLS 15px
DRLS 20px
FLS 20px
DRLS 30px
FLS 30px

Results are represented as mean ± standard deviation.