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Table 1 Characteristics of the 6994 critically ill ventilated patients categorised by 1-year mortality

From: Explainable machine learning to predict long-term mortality in critically ill ventilated patients: a retrospective study in central Taiwan

 

All

Survivor

Non-survivor

p value

N = 6994

N = 4589

N = 2405

Demographic data

 Age (years)

64.1 ± 16.2

61.6 ± 16.1

68.7 ± 15.3

< 0.01

 Sex (male)

4550 (65.1%)

2919 (63.6%)

1631 (67.8%)

< 0.01

 Body mass index

24.3 ± 4.7

24.8 ± 4.7

23.3 ± 4.6

< 0.01

CCI categories

   

< 0.01

 CCI: 0

960 (13.7%)

863 (18.8%)

97 (4.0%)

 

 CCI: 1–2

4054 (58.0%)

2700 (58.8%)

1354 (56.3%)

 

CCI  3

1980 (28.3%)

1026 (22.4%)

954 (39.7%)

 

ICU types

   

< 0.01

 Medical ICU

2367 (33.8%)

1165 (25.4%)

1202 (50.0%)

 

 Surgical ICU

1480 (21.2%)

863 (18.8%)

617 (25.7%)

 

 Cardiac ICU

1441 (20.6%)

1209 (26.4%)

232 (9.6%)

 

 Neurological ICU

1706 (24.4%)

1352 (29.4%)

354 (14.7%)

 

APACHE II

23.3 ± 6.9

21.6 ± 6.6

26.3 ± 6.4

< 0.01

Laboratory data (day-1)

 White blood cell count (count/μL)

11,775.6 ± 9091.8

11,414.5 ± 4310.7

12,464.7 ± 14,292.0

< 0.01

 Hemoglobin (g/dL)

10.5 ± 1.9

10.9 ± 1.9

9.9 ± 1.8

< 0.01

 Platelet (103/μL)

185.40 ± 95.5

192.9 ± 90.9

170.9 ± 102.0

< 0.01

 Albumin (mg/dL)

3.3 ± 0.8

3.4 ± 0.8

3.0 ± 0.9

< 0.01

 BUN (mg/dL)

28.6 ± 25.3

24.0 ± 20.7

37.5 ± 30.4

< 0.01

 Creatinine (mg/dL)

1.6 ± 1.9

1.5 ± 1.8

1.9 ± 2.0

< 0.01

 Lactate (mg/dL)

16.0 ± 15.4

14.0 ± 13.4

19.9 ± 17.9

< 0.01

Outcome

 ICU-stay (day)

11.3 ± 10.7

9.2 ± 9.0

15.3 ± 12.4

< 0.01

 Ventilator-day

8.6 ± 10.6

6.3 ± 8.6

13.0 ± 12.5

< 0.01

 Hospital-stay (day)

27.3 ± 24.4

24.2 ± 23.5

33.3 ± 25.1

< 0.01

  1. Data were presented as mean ± standard deviation and number (percentage)
  2. CCI Charlson comorbidity index, ICU intensive care unit, APACHE II acute physiology and chronic health evaluation II, BUN blood urea nitrogen