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Table 4 Descriptive statistics of vital variables

From: An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application

 

Minimum

Maximum

Mean

St. Deviation

Age

18.02

64.99

49.637

11.802

Heart rate

37

280

106.38

20.158

Systolic blood pressure

0

181

94.09

17.816

Diastolic blood pressure

0

114

47.25

12.141

Mean arterial pressure

0.20

125.00

61.272

14.164

Respiration

8

69

27.08

6.77

Temperature

15

39.72

36.203

0.785

Albumin

1.00

5.70

3.218

0.459

SpO2

29

100

96.07

4.096

Glucose

21

2440

179.02

110.173

Immature neutrophil cells

1

68

9.00

3.158

Bicarbonate

5.00

51.50

23.784

4.388

Bilirubin

0.10

80.90

2.211

3.595

Creatinine

0.10

33.30

1.444

1.795

Chloride

54.80

154

104.423

5.596

Hematocrit

10.35

68.95

33.222

5.784

Hemoglobin

3.35

28.05

11.225

2.055

Lactate

0.30

26.75

2.439

1.451

Platelet

5

1297

209.82

116.616

Potassium

1.90

15.45

4.196

0.626

Partial thromboplastin time

14

150

36.42

16.874

International normalized ratio

0.70

32.40

1.453

0.836

Prothrombin time

8.45

150

15.441

5.759

Sodium

103.5

167.50

138.186

4.225

Blood urea nitrogen

1.00

251

22.142

19.416

White blood cells

0.10

204.65

11.759

6.738

Norepinephrine

0.00

50

0.332

0.473

Epinephrine

0.006

2.00

0.063

0.022

Dopamine

0.00

325

14.499

24.941

Dobutamine

0.50

20.455

5.991

0.355

Urine Output

0.00

51520

2203.91

3786.925

PaO2/FiO2

23.00

1542.50

246.375

82.241

Glasgow coma scale

3

15

13.93

2.421