Table 3.

Summary of radiomic features in clusters A–G highlighted in Fig. 5.

Clusters A and F:$\mathrm{AUC}(0.86-0.93),IS(0-0.1),CV(1.29-1.53)$

Gabor ${\theta }_{XY}=0$, ${\theta }_{XZ}=0$, WS = (9,11)

Gabor ${\theta }_{XY}=\frac{2\pi }{8}$, ${\theta }_{XZ}=0$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{2\pi }{8}$, ${\theta }_{XZ}=0$, WS = (5,7,9,11)

Gabor ${\theta }_{XY}=\frac{3\pi }{8}$, ${\theta }_{XZ}=0$, WS = (7)

Gabor ${\theta }_{XY}=\frac{5\pi }{8}$, ${\theta }_{XZ}=0$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{6\pi }{8}$, ${\theta }_{XZ}=0$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{7\pi }{8}$, ${\theta }_{XZ}=0$, WS = (7,9,11)

Cluster B:$AUC(0.75-0.82),IS(0.15-0.20)$

Gabor ${\theta }_{XY}=0$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=0$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=0$, ${\theta }_{XZ}=\frac{3\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{2\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{2\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{2\pi }{8}$, ${\theta }_{XZ}=\frac{3\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{2\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}\frac{2\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{2\pi }{8}$, ${\theta }_{XZ}=\frac{3\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{3\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{3\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{3\pi }{8}$, ${\theta }_{XZ}=\frac{3\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{4\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{4\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{4\pi }{8}$, ${\theta }_{XZ}=\frac{3\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{5\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{5\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{5\pi }{8}$, ${\theta }_{XZ}=\frac{3\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{6\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{6\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{6\pi }{8}$, ${\theta }_{XZ}=\frac{3\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{7\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{7\pi }{8}$, ${\theta }_{XZ}=\frac{2\pi }{8}$, WS = (7,9,11)

Gabor ${\theta }_{XY}=\frac{7\pi }{8}$, ${\theta }_{XZ}=\frac{3\pi }{8}$, WS = (7,9,11)

Cluster C:$\mathrm{AUC}(0.79-0.83),IS(0-0.01)$

Haralick inertia WS = (3,5,7,9,11)

Haralick sum-var WS = (3,5,7,9,11)

Haralick diff-var was = (3,5,7,9)

Haralick diff-av WS = (3,7,9,11)

Haralick entropy WS = (9,11)

Haralick idm WS = (9,11)

Haralick sum-ent WS = (9,11)

Haralick diff-ent WS = (9,11)

Cluster D:$AUC(0.45-0.65),IS(0)$

Laws E3S3L3

Laws E5S5L5

Laws E5R5L5

Laws W5R5L5

Laws L5R5E5

Laws S5R5E5

Laws W5R5E5

Laws E5R5S5

Laws S5W5S5

Laws W5R5S5

Cluster E:$\mathrm{AUC}(0.45-0.65),IS(0.5)$

Laws E3S3S3

Laws L3E3S3

Laws S3L3S3

Laws S3S3S3

Laws W5E5E5

Laws L5W5S5

Laws E5E5S5

Laws E5W5S5

Laws S5E5S5

Laws S5R5S5

Laws R5L5S5

Laws R5E5S5

Laws R5S5S5

Laws R5R5S5

Laws W5W5S5

Laws L5E5R5

Laws L5S5R5

Laws L5R5R5

Laws L5W5R5

Laws E5S5R5

Laws E5R5R5

Laws S5S5R5

Laws S5R5R5

Laws R5L5R5

Laws R5E5R5

Laws R5S5R5

Laws R5W5R5

Laws W5E5R5

Laws W5S5R5

Laws L5R5W5

Laws L5W5W5

Laws E5L5W5

Laws S5R5W5

Laws R5S5W5

Laws R5R5W5

Laws W5E5W5

Laws W5S5W5

Laws W5R5W5

Cluster G:$\mathrm{AUC}(0.79-0.83),CV(1.65-1.85)$

Haralick entropy ws = 9,11

Haralick sum-ent ws = 9,11

Haralick diff-ent ws = 9,11

Haralick diff-av ws = 9,11

Haralick idm ws = 9,11

Cluster H:$\mathrm{AUC}(0.79-0.83),CV(1.86-2.6)$

Haralick inertia ws = 3,5,7,9,11

Haralick sum-var ws = 3,5,7,9,11

Haralick diff-av ws = 3,5,7

Haralick diff-var ws = 3,5,7,9