Table 1. Classification of radiomic features.
Category | Encoding scheme and technique |
---|---|
Semantic | Prostate Imaging Reporting and Data System (PIRADS) |
Morphological | First order geometric descriptions |
Higher order geometric descriptions | |
❖ Minkowski functionals | |
❖ Fractal dimension | |
Statistical | First order statistics |
❖ Gray-level intensity histogram (GLIH) | |
Higher order statistics | |
❖ Gray-level co-occurrence matrices (GLCOM); gray-level neighborhood difference matrices (GLNDM); gray-level run length matrices (GLRLM); gray-level size zone matrices (GLSZM) | |
Transform-based | Fourier transform |
Gabor transform | |
Wavelet transform | |
Laplacian transform of Gaussian bandpass filters |