TABLE 3. Statistical Analysis Between the N, A, and S Texture Features Extracted From the IMC and Plaque ROI’s at Systole (Sys) and Diastole (Dia). The Wilcoxon Rank Sum Test Was Used (N vs A, N vs S, A vs S) and Shown With (s) Significantly and (NS) Non-Significantly Different Features at p<0.05. p-Values are Shown in Parentheses.
Texture Feature | N vs A | N vs S | A vs S |
---|---|---|---|
Sys, Dia | Sys, Dia | Sys, Dia | |
Statistical Features (SF) | |||
GSM | S(0.004), S(0.002) | S (0.01), S(0.01) | S(0.001), S(0.001) |
STD | NS(0.06), NS(0.07) | NS(0.09), NS (0.06) | NS(0.71), NS(0.6) |
Spatial Gray Level Dependence Matrix (SGLDM) | |||
Contrast | S(0.002), S(0.001) | S(0.002), S(0.001) | S(0.04), S(0.01) |
Correlation | S(0.001), S(0.004) | S(0.002), S(0.002) | S(0.002), S(0.001) |
IDM | S(0.003), S(0.002) | S(0.001), S(0.001) | S(0.004), S(0.001) |
Sum Variance | S(0.004), S(0.001) | S(0.002), S(0.004) | S(0.002), S(0.003) |
Gray Level Difference Statistics (GLDS) | |||
Entropy | S(0.02), S(0.04) | S(0.001), S(0.001) | S(0.002), S(0.002) |
Contrast | S(0.01), S(0.01) | S(0.001), S(0.001) | S(0.0001), S(0.0001) |
Neighborhood Gray Tone Difference Matrix (NGTDM) | |||
Coarseness | S(0.002), S(0.002) | S(0.002), S(0.002) | S(0.001), S(0.001) |
Contrast | S(0.003), S(0.001) | S(0.002), S(0.003) | S(0.001), S(0.001) |
Statistical Feature Matrix (SFM) | |||
Periodicity | S(0.001), S(0.001) | S(0.001), S(0.001) | S(0.001), S(0.001) |
Roughness | S(0.001), S(0.001) | S(0.001), S(0.001) | S(0.001), S(0.001) |
Laws Texture Energy Measures (LTEM) | |||
LL | S(0.002), S(0.002) | S(0.001), S(0.001) | S(0.001), S(0.001) |
SS | S(0.001), S(0.001) | S(0.001), S(0.001) | S(0.003), S(0.004) |
Fractal Dimension Analysis (FDTA) | |||
H1 | S(0.002), S(0.002) | S(0.004), S(0.003) | S(0.002), S(0.004) |
N, A, S: Normal, asymptomatic and symptomatic group of subjects, GSM: Gray-scale median, STD: Standard Deviation.