Skip to main content

Table 2 Robust features of different sequences and their proportions in corresponding feature classes

From: Radiomics signature based on robust features derived from diffusion data for differentiation between benign and malignant solitary pulmonary lesions

 

CCC&DR

Formfactor (n = 9)

GLCM (n = 144)

GLSZM (n = 11)

Haralick (n = 10)

RLM (n = 180)

Histogram (n = 42)

Total (n = 396)

EPI ADC

 ≥ 0.85

5 (55.5%)

32 (22.2%)

3 (27.2%)

2 (20%)

90 (50%)

8 (19.0%)

148 (37.4%)

 ≥ 0.90

5 (55.5%)

19 (13.1%)

3 (27.2%)

2 (20%)

59 (32.7%)

5 (11.9%)

93 (23.5%)

 ≥ 0.95

5 (55.5%)

3 (2.0%)

2 (18.1%)

0 (0%)

33 (18.3%)

5 (11.9%)

47 (11.9%)

EPI DWI

 ≥ 0.85

9 (100%)

58 (40.2%)

3 (27.2%)

8 (80%)

83 (46.1%)

16 (38.0%)

169 (42.7%)

 ≥ 0.90

9 (100%)

50 (34.7%)

3 (27.2%)

7 (70%)

36 (20.0%)

5 (11.9%)

110 (27.8%)

 ≥ 0.95

5 (55.5%)

27 (18.7%)

2 (18.1%)

4 (40%)

31 (17.2%)

4 (9.5%)

74 (18.7%)