Skip to main content

Table 1 Clinical and CT characteristics for patients

From: CT-based deep learning radiomics nomogram for the prediction of pathological grade in bladder cancer: a multicenter study

Characteristics

Training cohort

(n = 469)

External test cohort

(n = 219)

p value

Age (y)

Median (IQR)

66(59–74)

65(58–72)

0.083

Gender

Male

Female

469(100.0)

0(0.0)

175(79.9)

44(20.1)

<0.001

Grade

Low grade

High grade

170(36.2)

299(63.8)

87(39.7)

132(60.3)

0.380

T stage

≤ T1

>T1

306(65.2)

163(34.8)

170(77.6)

49(22.4)

0.001

 N stage

N0

N1

N2

N3

436(93.0)

22(4.7)

8(1.7)

3(0.6)

213(97.3)

4(1.8)

1(0.5)

1(0.5)

0.137

M stage

M0

M1

466(99.4)

3(0.6)

219(100.0)

0(0.0)

0.555

Shape

Cauliflower

Papillary

Irregular

228(48.6)

116(24.7)

125(26.7)

167(76.3)

33(15.1)

19(8.7)

<0.001

Size (cm)

Median (IQR)

3.0(1.9–4.5)

2.4(1.7–3.4)

<0.001

Calcification

No

Yes

395(84.2)

74(15.8)

186(84.9)

33(15.1)

0.811

Cystic necrosis

No

Yes

429(91.5)

40(8.5)

195(89.0)

24(11.0)

0.307

Boundary

No

Yes

186(39.7)

283(60.3)

7(3.2)

212(96.8)

<0.001

Stalk

No

Yes

375(80.0)

94(20.0)

81(37.0)

138(63.0)

<0.001

Extramural infiltration

No

Yes

412(87.8)

57(12.2)

195(89.0)

24(11.0)

0.651

RLN metastasis

No

Yes

446(95.1)

23(4.9)

214(97.7)

5(2.3)

0.105

LCTV-C (HU)

Median (IQR)

58.6(47.0–73.0)

67.0(58.0–81.0)

<0.001

LCTV-N (HU)

Median (IQR)

73.0(63.0-86.3)

75.0(65.0–91.0)

0.029

LCTV-E (HU)

Median (IQR)

72.1(62.0–85.0)

76.0(63.0–95.0)

0.006

  1. IQR, interquartile; RLN, reginal lymph node; LCTV-C, lesion CT value in corticomedullary-phase; LCTV-N, lesion CT value in nephrographic-phase; LCTV-E, lesion CT value in excretory-phase