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Table 1 Comparison of Demographic, Clinical, Time-series Laboratory data and Imaging Characteristics between Groups

From: Using time-series chest radiographs and laboratory data by machine learning for identifying pulmonary infection and colonization of Acinetobacter baumannii

Characteristic

Infection (n = 80)

Colonization (n = 72)

Ρ value

Age (y), median (IQR)

66(53–74)

62(51–70)

0.173

Comorbidities, n (%)

   

Hypertension

37(46.3)

30(41.7)

0.570

Hypoproteinemia

48(60.0)

31(43.1)

0.037

Respiratory failure

39(37.5)

19(26.4)

0.143

Cerebrovascular disease

12(15.0)

3(4.2)

0.025

Combined fungal, n (%)

23(28.7)

8(11.1)

0.007

Length of hospital stay (d)

14.29 ± 0.97

16.44 ± 1.36

0.192

Length of ICU stay (d)

11.03 ± 1.11

9.28 ± 0.85

0.214

Duration of Oxygen supply (d) ƚ

   

Endotracheal intubation

6.00 ± 0.71

6.47 ± 0.97

0.691

Tracheotomy

3.18 ± 0.97

2.57 ± 0.76

0.631

Nasal catheter

2.08 ± 0.47

1.74 ± 0.63

0.663

Types of drugs, median (IQR) ƚ

   

Glucocorticoid

2(1–2)

2(1–2)

0.208

Antibiotics

4(2–5)

3(2–4)

0.031

APACHEII, median (IQR)

14(10–19)

12(8–16)

0.006

Temperature3(℃)

37.64 ± 0.10

37.28 ± 0.09

0.009

Laboratory results

   

Percentage of neutrophils§ (%)

81.18 ± 1.07

81.41 ± 1.08

0.880

CRP (mg/L) §

80.99 ± 6.17

77.33 ± 7.17

0.702

D-dimer (mg/mL) §

7.03 ± 0.87

8.94 ± 1.53

0.260

PCT (ng/ml) §

1.77 ± 0.46

1.20 ± 0.23

0.307

ΔCRP3 − 2

3.27 ± 7.37

16.56 ± 11.00

0.124

ΔWBC3 − 2 (×109/L)

1.92 ± 1.00

-0.55 ± 0.79

0.055

ΔD-dimer 3−2

0.10 ± 0.93

-1.63 ± 1.65

0.348

ΔSerum creatinine 3−2(µmol/L)

10.81 ± 7.84

-13.45 ± 9.08

0.044

ΔPCT3 − 1

-5.15 ± 2.83

-4.37 ± 3.32

0.860

ΔD-dimer 3−1(µg/mL)

-2.48 ± 1.75

1.20 ± 2.40

0.207

ΔPercentage of neutrophils3 − 1

3.63 ± 1.83

7.47 ± 2.63

0.224

Pneumonia scores, median (IQR)

   

Pneumonia scores 3§

15(10-21.5)

13(9–19)

0.108

ΔPneumonia scores 3−1

5(0–9)

2(-3-8.5)

0.131

Δpneumonia scores 3−2

1(-2.75-4)

-2(-5.75-1)

0.001

  1. Note. Except where indicated, data are means ± SDs. ƚ Indicates the current period of hospitalisation. § Baseline data is the data within 1 day of culturing out the strain. The symbol “Δ” represents the value of change between the data at different time points. Δvalue 3−2 represents the change value of the time-series feature between T3 and T2. Δvalue 3−1 represents the change value of the time-series feature between T3 and T1. Bolded indicates statistically significant differences. CRP = C-reactive protein level, PCT = procalcitonin, WBC = white blood cell