Research Article

AI-DRIVEN Novel Approach for Liver Cancer Screening and Prediction Using Cascaded Fully Convolutional Neural Network

Table 1

Automated tumor features.

3D featureDescriptorExplanation

Tumor volumeSizeVolumetric size
Tumor diameterSizeLinear size
Tumor size ratioShapeā€‰
Tumor binay elongationShapeRato of the size of bounding box and real size
Tumor intensityShapeEnhancement of tumor region
Edge intensityEnhancementEnhancement of healthy region
ClusterEnhancementSkewness
ProminenceTextureSkewness
Edge cluster shadeTextureSkewness
CorrelationTextureComplexity
EnergyTextureComplexity
EntropyTextureRoundness
Tumor blobness measureTextureHeterogeneity
InertiaTextureHeterogeneity
Edge inertiaTextureHeterogeneity
Tumor inverse differenceTextureHeterogeneity
Edge inverse differenceTextureHeterogeneity