Table 2.
Low dose (0–10 Gy) | Medium dose (10–30 Gy) | High dose (> 30 Gy) | ||||
---|---|---|---|---|---|---|
Feature alone | Feature + SUVSD | Feature alone | Feature + SUVSD | Feature alone | Feature + SUVSD | |
First‐order features | ||||||
70% quantilea | 0.71b [0.58, 0.85] | 0.79c [0.67, 0.90] | 0.78b [0.66, 0.91] | 0.82 [0.72, 0.93] | 0.80b [0.68, 0.92] | 0.83 [0.72, 0.94] |
Mediana | 0.70b [0.56, 0.84] | 0.78c [0.66, 0.90] | 0.75b [0.61, 0.89] | 0.80c [0.69, 0.92] | 0.78b [0.65, 0.91] | 0.83 [0.72, 0.93] |
Meana | 0.68b [0.54, 0.83] | 0.77c [0.63, 0.89] | 0.76b [0.62, 0.89] | 0.81c [0.70, 0.92] | 0.79b [0.67, 0.90] | 0.83c [0.72, 0.94] |
Binned entropya | 0.66b [0.51, 0.80] | 0.74c [0.61, 0.85] | 0.74b [0.61, 0.87] | 0.78 [0.66, 0.90] | 0.77b [0.64, 0.90] | 0.80 [0.68, 0.91] |
30% quantilea | 0.68b [0.53, 0.83] | 0.76c [0.64, 0.89] | 0.72b [0.57, 0.87] | 0.78c [0.66, 0.90] | 0.76b [0.62, 0.90] | 0.82c [0.71, 0.94] |
Unbinned entropy | 0.64b [0.50, 0.78] | 0.70c [0.56, 0.83] | 0.68b [0.54, 0.82] | 0.73c [0.61, 0.85] | 0.73b [0.60, 0.85] | 0.77c [0.67, 0.88] |
5% quantile | 0.63 [0.48, 0.79] | 0.71c [0.58, 0.83] | 0.67b [0.52, 0.82] | 0.73c [0.60, 0.85] | 0.69b [0.55, 0.84] | 0.76c [0.63, 0.89] |
Minimum | 0.61 [0.45, 0.77] | 0.68c [0.53, 0.80] | 0.60 [0.44, 0.76] | 0.68c [0.55, 0.81] | 0.70b [0.55, 0.84] | 0.70c [0.56, 0.83] |
Fractal features | ||||||
Brownian dimensiona | 0.67b [0.51, 0.83] | 0.71 [0.57, 0.85] | 0.74b [0.61, 0.87] | 0.79 [0.68, 0.89] | 0.81b [0.70, 0.92] | 0.79c [0.67, 0.91] |
Box‐counting dimension | 0.53 [0.36, 0.69] | 0.65c [0.51, 0.78] | 0.55 [0.39, 0.71] | 0.66c [0.52, 0.79] | 0.64 [0.48, 0.80] | 0.72c [0.58, 0.84] |
Fine box‐counting dimension | 0.55 [0.39, 0.71] | 0.65c [0.51, 0.77] | 0.54 [0.37, 0.70] | 0.65c [0.51, 0.77] | 0.58 [0.41, 0.75] | 0.67c [0.53, 0.80] |
Laws' filter features | ||||||
E5L5 entropya | 0.62 [0.48, 0.76] | 0.72c [0.56, 0.84] | 0.74b [0.62, 0.86] | 0.80c [0.70, 0.90] | 0.80b [0.70, 0.90] | 0.83c [0.73, 0.92] |
R5L5 entropya | 0.63 [0.49, 0.77] | 0.73 [0.60, 0.86] | 0.74b [0.61, 0.86] | 0.78 [0.68, 0.89] | 0.80b [0.68, 0.91] | 0.81 [0.70, 0.91] |
S5L5 entropya | 0.62 [0.49, 0.76] | 0.71c [0.56, 0.83] | 0.73b [0.61, 0.86] | 0.79c [0.68, 0.89] | 0.79b [0.69, 0.90] | 0.82 [0.72, 0.91] |
W5L5 entropya | 0.63b [0.50, 0.76] | 0.73c [0.61, 0.83] | 0.74b [0.61, 0.86] | 0.79c [0.70, 0.89] | 0.79b [0.68, 0.90] | 0.81 [0.71, 0.91] |
GLCM features | ||||||
Sum averagea | 0.68b [0.54, 0.83] | 0.77c [0.65, 0.88] | 0.75b [0.62, 0.88] | 0.81 [0.70, 0.92] | 0.79b [0.67, 0.90] | 0.83 [0.73, 0.93] |
Sum of squares variancea | 0.69b [0.55, 0.83] | 0.77c [0.65, 0.88] | 0.76b [0.63, 0.89] | 0.81 [0.70, 0.92] | 0.79b [0.68, 0.90] | 0.83 [0.73, 0.94] |
Sum entropy | 0.66b [0.52, 0.80] | 0.71c [0.58, 0.83] | 0.70b [0.56, 0.83] | 0.75c [0.62, 0.87] | 0.75b [0.63, 0.86] | 0.78 [0.68, 0.89] |
Difference entropy | 0.60 [0.45, 0.75] | 0.67c [0.53, 0.80] | 0.64 [0.49, 0.79] | 0.70c [0.57, 0.82] | 0.68b [0.54, 0.82] | 0.73c [0.61, 0.85] |
Entropy | 0.57 [0.42, 0.72] | 0.67c [0.48, 0.81] | 0.59 [0.44, 0.75] | 0.68c [0.54, 0.80] | 0.61 [0.46, 0.77] | 0.68c [0.53, 0.80] |
Average AUC | 0.64 | 0.72 | 0.70 | 0.76 | 0.74 | 0.78 |
Significant relationship between change in feature value (ΔFV) and grade ≥ 2 RP (P < 0.0025).
95% CI of AUC shown in brackets does not overlap 0.5.
Significant improvement of logistic regression model fit with addition of SUVSD using ANOVA (P < 0.0025).