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Table 2 Demographic and clinical characteristics of patients in the validation set

From: A deep learning model for predicting multidrug-resistant organism infection in critically ill patients

Variables

Total (n = 238)

Non-MDRO (n = 207)

MDRO (n = 31)

P value

Length of hospitalization (days)

18.00 (10.00–29.00)

17.00 (9.00–28.00)

26.00 (15.00–45.00)

0.004

Length of ICU stay (days)

8.00 (5.00–14.00)

8.00 (5.00–13.00)

19.00 (11.00–30.00)

0.013

APACHE II score

15.00 (11.00–21.00)

8.00 (5.00–13.00)

11.00 (7.00–17.00)

< 0.001

Quantity of antibiotics (categories)

1.00 (1.00–1.00)

1.00 (1.00–1.00)

1.00 (1.00–2.00)

< 0.001

Long-term bed rest, n (%)

62 (26.10)

40 (19.30)

22 (71.00)

< 0.001

Antibiotics use before ICU, n (%)

65 (27.30)

46 (22.20)

19 (61.30)

< 0.001

Invasive operation before ICU, n (%)

36 (15.10)

19 (9.20)

17 (54.80)

< 0.001

Chronic lung disease

27 (11.30)

20 (9.70)

29 (22.60)

0.070

Hypoproteinemia, n (%)

10 (4.20)

7 (3.40)

3 (9.70)

0.250

  1. MDRO: multidrug-resistant organism; ICU: intensive care unit; APACHE II: acute physiology and chronic health evaluation II