Table 5.

Top 10 radiomic features extracted from MRI that demonstrated better performance compared to PIRADS (Ranked according to relevance statistical significance of differential expression - p-value < 0.05 for all selected features)

Rank	Feature (Parameters)	Protocol
1	Gabor (λ-2, ϴ=0.5)	T2w
2	Mean (win. size = 3)	T2w
3	Median (win. size = 3)	T2w
4	Std. Dev (win. size = 3)	T2w
5	Sobel (direction: x)	T2w
6	Laws (1)	T2w
7	Haralick (Energy)	T2w
8	Laws (8)	ADC
9	Gradient (direction: y)	ADC
10	Sobel (direction: y)	ADC