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Table 1 Univariate analysis of CT features of GISTs in the training cohort, internal validation cohort and external test cohort

From: Machine learning for predicting the risk stratification of 1–5 cm gastric gastrointestinal stromal tumors based on CT

CT features

Training cohort

(n = 161)

Internal validation cohort

(n = 70)

External test cohort

(n = 78)

 

Low-grade malignancy

(n = 114)

High-grade malignancy

(n = 47)

P value

Low-grade malignancy

(n = 49)

High-grade malignancy

(n = 21)

P value

Low-grade malignancy(n = 62)

High-grade malignancy(n = 16)

P value

CTU(HU)

33.90 ± 8.58

33.86 ± 6.38

0.976

34.87 ± 7.38

35.14 ± 6.08

0.882

36.60 ± 8.75

35.49 ± 5.27

0.577

CTA(HU)

53.24 ± 12.51

55.39 ± 15.60

0.359

58.11 ± 15.27

62.88 ± 12.49

0.212

58.52 ± 14.84

56.78 ± 14.26

0.617

CTV(HU)

67.38 ± 15.84

68.84 ± 15.11

0.592

72.2 ± 19.76

75.54 ± 16.24

0.499

75.03 ± 18.20

70.06 ± 18.58

0.296

DEAP(HU)

19.33 ± 11.15

21.53 ± 13.55

0.289

23.24 ± 13.33

27.74 ± 10.58

0.175

21.92 ± 15.65

21.29 ± 13.46

0.856

DEPP(HU)

34.47 ± 16.42

34.97 ± 13.55

0.582

37.34 ± 18.07

40.40 ± 16.33

0.507

38.43 ± 18.79

34.58 ± 18.23

0.440

EPa

0.65 ± 0.67

0.65 ± 0.39

0.971

0.69 ± 0.41

0.81 ± 0.34

0.245

0.67 ± 0.57

0.61 ± 0.42

0.694

Epv

1.14 ± 1.22

1.07 ± 0.44

0.685

1.11 ± 0.61

1.20 ± 0.57

0.560

1.14 ± 0.72

1.00 ± 0.58

0.455

LD(mm)

24.78 ± 10.39

33.81 ± 12.94

0.000

22.39 ± 10.27

37.43 ± 11.01

0.000

26.32 ± 10.53

43.56 ± 7.11

0.000

SD(mm)

20.43 ± 9.62

28.19 ± 10.65

0.000

18.98 ± 8.53

31.33 ± 9.46

0.000

22.06 ± 9.70

37.50 ± 6.84

0.000

LD/SD

1.24 ± 0.26

1.20 ± 0.16

0.286

1.18 ± 0.16

1.20 ± 0.15

0.576

1.23 ± 0.21

1.17 ± 0.12

0.120

Contour

  

0.001

  

0.000

  

0.000

Round

60(52.63%)

14(29.79%)

 

26(53.06%)

6(28.57%)

 

27(43.55%)

2(12.50%)

 

Oval

38(33.33%)

15(31.91%)

 

19(38.78%)

3(14.29%)

 

24(38.71%)

4(25%)

 

Irregular

16(14.04%)

18(38.30%)

 

4(8.16%)

12(57.14%)

 

11(14.74%)

10(62.50%)

 

Necrosis

24(21.05%)

20(42.55%)

0.007

6(12.24%)

9(42.86%)

0.011

20(32.26%)

14(87.50%)

0.000

Calcification

12(10.53%)

4(8.51%)

0.921

7(14.29%)

1(4.77%)

0.461

10(16.13%)

3(18.75%)

1.000

Surface ulceration

10(8.77%)

10(21.28%)

0.037

1(2.04%)

8(38.10%)

0.000

5(8.06%)

5(31.25%)

0.043

Intratumoral angiogenesis

8(7.02%)

11(23.40%)

0.006

3(6.12%)

4(19.05%)

0.224

16(25.81%)

9(56.25%)

0.032

LN

0

1(2.13%)

0.295

0

1(4.77%)

0.300

0

1(6.25%)

0.208

  1. CTU/CTA/CTV, the CT attenuation value in unenhancement phase/arterial phase/venous phase; DEAP/ DEPP, degree of enhancement in arterial phase/venous phase; EPa/EPv, enhanced potentiality in arterial phase/venous phase; LD, long diameter; SD, short diameter; LN, peripheral enlarged lymph nodes
  2. P values written in bold indicate significant difference between low-grade malignancy and high-grade malignancy groups