Table 1 The list of features used to generate classification models for HCC treatment efficacy
Task | T1w | T2w | T1w + T2w |
|---|---|---|---|
Binary treatment | Energy (FoS) | Contrast (NGTDM) | T1w Kurtosis (FoS) |
Kurtosis (FoS) | Energy (FoS) | T1w Energy (FoS) | |
Contrast (NGTDM) | Kurtosis (FoS) | T2w Contrast (NGTDM) | |
Elongation (Shape) | Maximum (Original) | T2w Cluster Shade (GLCM) | |
Contrast (GLCM) | Kurtosis (FoS) | T1w Cluster Shade (NGTDM) | |
Multi-class treatment | 10 Percentile (FOS) | Contrast (NGTDM) | T1w 10 Percentile (FoS) |
Kurtosis (FoS) | Perimeter Surface Ratio (Shape) | T2w Contrast (NGTDM) | |
Minimum (FoS) | Mean (Original) | T1w Elongation (Shape) | |
Contrast (NGTDM) | Elongation (Shape) | T2w Busyness (NGTDM) | |
Minimum (LoG filtered FOS) | Long Run Low Gray Level Emphasis (GLRLM) | T2w Entropy (FoS) |