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Table 3 Baseline patient characteristics in the complications group and non-complications group (N = 175)

From: Machine learning approaches for the prediction of postoperative complication risk in liver resection patients

Variables

Variable category (assignment)

Sample size (N %)

Complications group (N=58)

Non-complications group (N=116)

Kruskal-Wallis chi-squared

P-Value

Demographic information

Age

18–45:1

50 (28.57%)

14 (24.14%)

36 (30.77%)

0.83

0.3621

45–65:2

125 (71.42%)

44 (75.86%)

81 (69.23%)

  

Gender

Male (1)

144 (82.29%)

48 (82.76%)

96 (82.05%)

0.01

0.9084

Female (2)

31 (19.61%)

10 (17.24%)

21(17.95%)

  

BMI (kg/m2)

Continuous variable

(\(mean\pm SD\))

22.52\(\pm\)2.96

21.93\(\pm\)2.44

22.81\(\pm 3.16\)

3.16

0.0750

Tumor diameter

Continuous variable (\(mean\pm SD\))

5.69\(\pm 3.40\)

6.58\(\pm 3.49\)

5.26\(\pm 3.28\)

70.94

0.1577

Tumor number

1 (1)

145 (82.86%)

46 (79.31%)

99 (84.61%)

5.19

0.3935

 

2 (2)

16 (9.14%)

4 (6.90%)

12 (10.23%)

  
 

3 (3)

7 (4.00%)

4 (6.90%)

3 (2.56%)

  
 

4 (4)

4 (2.29%)

2 (3.45%)

2 (1.70%)

  
 

5 (5)

2 (1.14%)

1 (1.72%)

1 (0.85%)

  
 

6 (6)

1 (0.57%)

1 (1.72%)

0 (0%)

  

CA

Continuous variable (\(mean\pm SD\))

0.34\(\pm\)0.04

\(0.34\pm\)0.046

\(0.35\pm\)0.044

0.33

0.5661

Surgical information

Incision type

Kocher’s incision (1)

129 (73.71%)

51 (87.93%)

78 (66.67%)

9.00

0.0027

 

Abdominal incision (2)

46 (26.28%)

7 (12.07%)

39 (33.33%)

  

Incision length

Continuous variable (\(\mathrm{mean}\pm \mathrm{SD}\))

23.31\(\pm 4.61\)

24.78\(\pm 3.67\)

22.58\(\pm 4.87\)

37.70

0.0494

Duration

Continuous variable (\(mean\pm SD\))

201.04\(\pm 58\)

234.1\(\pm 59.47\)

184.64\(\pm 51.44\)

64.60

0.0401

Incision range

One liver segment (1)

37 (21.14%)

5 (8.62%)

32 (27.35%)

16.29

0.0009

Two liver segments (2)

55 (31.42%)

16 (27.59%)

39 (33.33%)

  

Three liver segments (3)

44 (25.14%)

15 (25.86%)

29 (24.78%)

  

Four liver segments (4)

39 (22.28%)

22 (37.93%)

17 (14.53%)

  

Bleeding

Continuous variable (\(mean\pm SD\))

380\(\pm 307.82\)

516.72\(\pm 382.87\)

312.22\(\pm 236.90\)

34.27

0.0243

Transfusion

Yes (1)

10(5.71%)

6(3.43%)

4(2.28%)

3.43

0.0630

No (2)

165(94.28%)

52(29.71)

113(64.67%)

  

Erythrocyte suspension

Continuous variable (\(mean\pm SD\))

0.12+0.54

0.28\(\pm 0.85\)

0.042\(\pm\)0.26

5.05

0.0240

Outcome variables

Complications

No (0)

117 (66.48%)

    

Yes (1)

58 (33.52%)

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