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Table 2 Characteristics of the enrolled lesions in the training and test sets

From: Using apparent diffusion coefficient maps and radiomics to predict pathological grade in upper urinary tract urothelial carcinoma

 

Overall

Training set

Test set

P value

(N = 215)

(N = 151)

(N = 64)

Grade classification

   

0.966

   Low

39 (18.1%)

28 (18.5%)

11 (17.2%)

 

   High

176 (81.9%)

123 (81.5%)

53 (82.8%)

 

Sex

   

0.645

   Female

104 (48.4%)

71 (47.0%)

33 (51.6%)

 

   Male

111 (51.6%)

80 (53.0%)

31 (48.4%)

 

Age (years)

   

0.538

   Median [Q1, Q3]

68.0 [62.5, 74.0]

68.0 [63.0, 75.0]

68.0 [61.0, 72.3]

 

Hematuria

   

0.783

   No

66 (30.7%)

45 (29.8%)

21 (32.8%)

 

   Yes

149 (69.3%)

106 (70.2%)

43 (67.2%)

 

Hydronephrosis

   

0.729

   No

103 (47.9%)

74 (49.0%)

29 (45.3%)

 

   Yes

112 (52.1%)

77 (51.0%)

35 (54.7%)

 

Smoking

   

0.218

   No

172 (80.0%)

117 (77.5%)

55 (85.9%)

 

   Yes

43 (20.0%)

34 (22.5%)

9 (14.1%)

 

History of UTUC

   

0.984

   No

200 (93.0%)

141 (93.4%)

59 (92.2%)

 

   Yes

15 (7.0%)

10 (6.6%)

5 (7.8%)

 

Tumor laterality

   

0.227

   Left

106 (49.3%)

79 (52.3%)

27 (42.2%)

 

   Right

109 (50.7%)

72 (47.7%)

37 (57.8%)

 

Tumor location

   

0.748

   Renal pelvic

112 (52.1%)

81 (53.6%)

31 (48.4%)

 

   Ureter

89 (41.4%)

60 (39.7%)

29 (45.3%)

 

   Both

14 (6.5%)

10 (6.6%)

4 (6.3%)

 

Multiple lesion

   

> 0.999

   No

195 (90.7%)

137 (90.7%)

58 (90.6%)

 

   Yes

20 (9.3%)

14 (9.3%)

6 (9.4%)

 

Tumor volume (mm3)

   

0.669

   Median [Q1, Q3]

5640 [2990, 13700]

5260 [2850, 14000]

6480 [3220, 13400]

 

Tumor size

    

X (mm)

   

0.741

   Median [Q1, Q3]

22.5 [16.4, 35.8]

22.5 [16.4, 37.5]

22.4 [16.4, 31.4]

 

Y (mm)

   

0.423

   Median [Q1, Q3]

23.9 [16.9, 35.9]

23.6 [16.5, 35.8]

24.5 [19.6, 35.9]

 

Z (mm)

   

0.309

   Median [Q1, Q3]

36.0 [24.0, 48.0]

36.0 [22.3, 48.0]

38.0 [25.5, 48.3]

 

ADC value (×10− 6mm2/s)

   

0.495

   Median [Q1, Q3]

1330 [1200, 1570]

1330 [1200, 1590]

1320 [1220, 1510]

 
  1. Note UTUC, Upper urinary tract urothelial carcinoma. ADC, Apparent diffusion coefficient. Q1, First quartile (25th percentile), Q3, Third quartile (75th percentile)