Selected radiomics featuresa
Anatomic Label | Feature Class | Class Characteristics | Feature | Feature Characteristics |
---|---|---|---|---|
Right frontal superior orbital cortex | First order | Describes the distribution of voxel intensities | Median | The median gray level intensity |
Left amygdala | Gray level co-occurrence matrix | Quantifies how often pairs of pixels with specific values occur in a specified spatial range | Correlation | Measures the linear dependency of gray level values to their respective voxels in the matrix |
Left caudate nucleus | Gray level co-occurrence matrix | Quantifies how often pairs of pixels with specific values occur in a specified spatial range | Informational measure of correlation 1 | Quantifies the complexity of the texture |
Right thalamus | First order | Describes the distribution of voxel intensities | Energy | Measures the magnitude of voxel values |
Left cerebellar lobule VIII | Gray level dependence matrix | Quantifies gray level dependencies (ie, the number of connected voxels within a set distance that are dependent on the center voxel) | Small dependence low gray level emphasis | Measures the joint distribution of small dependence with higher gray-level values |
Cerebellar vermis (lobules IV–V) | Gray level size-zone matrix | Quantifies gray level zones (ie, the number of connected voxels sharing the same intensity value) | Size-zone non-uniformity | Measures the variability of size-zone volumes |
Left cerebellar crus | First order | Describes the distribution of voxel intensities | Median | Median gray level intensity |
↵a Characteristics of each selected feature and relative class according to PyRadiomics official documentation (https://pyradiomics.readthedocs.io/en/latest/features.html) are presented, along with the anatomic location (according to Tzourio-Mazoyer et al20) of the corresponding ROI.