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Table 4 Clinical characteristics of device patients after re-sampling (n = 739)

From: Risk factor analysis of device-related infections: value of re-sampling method on the real-world imbalanced dataset

 

Infection group (n = 123)

Un-infection group (n = 616)

P value

Male, N (%)

96 (78.0%)

303 (49.2%)

0.001

Female, N (%)

27 (22.0%)

313 (50.8%)

0.001

Age (yrs), mean ± SD

67.3 ± 11.4

73.9 ± 11.3

0.001

Diabetes, n (%)

18 (16.7%)

90 (19.3%)

0.995

Pre-operation antibiotics, n (%)

115 (93.5%)

616 (100%)

0.001

Post-operation antibiotics, n (%)

115 (93.5%)

616 (100%)

0.001

Replacement procedure, n(%)

52 (42.3%)

450 (73.1%)

0.001

Post-operation fever, n(%)

18 (14.6%)

41 (6.7%)

0.003

ICD, n(%)

8 (6.5%)

20 (3.2%)

0.142

  1. ICD implantable cardioverter defibrillator