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. 2018 Jun;7(3):445–458. doi: 10.21037/tau.2018.06.05

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