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Table 2 Clinical time series data: laboratory values

From: Applying artificial neural network for early detection of sepsis with intentionally preserved highly missing real-world data for simulating clinical situation

 

Measurement

Description

1

EtCO2

End tidal carbon dioxide (mm Hg)

2

BaseExcess

Excess bicarbonate (mmol/L)

3

HCO3

Bicarbonate (mmol/L)

4

FiO2

Fraction of inspired oxygen (%)

5

pH

pH

6

PaCO2

Partial pressure of carbon dioxide from arterial blood (mm Hg)

7

SaO2

Oxygen saturation from arterial blood (%)

8

AST

Aspartate transaminase (IU/L)

9

BUN

Blood urea nitrogen (mg/dL)

10

Alkalinephos

Alkaline phosphatase (IU/L)

11

Calcium

Calcium (mg/dL)

12

Chloride

Chloride (mmol/L)

13

Creatinine

Creatinine (mg/dL)

14

Bilirubin direct

Direct bilirubin (mg/dL)

15

Glucose

Serum glucose (mg/dL)

16

Lactate

Lactic acid (mg/dL)

17

Magnesium

Magnesium (mmol/dL)

18

Phosphate

Phosphate (mg/dL)

19

Potassium

Potassiam (mmol/L)

20

Bilirubin total

Total bilirubin (mg/dL)

21

TroponinI

Troponin I (ng/mL)

22

Hct

Hematocrit (%)

23

Hgb

Hemoglobin (g/dL)

24

PTT

Partial thromboplastin time (s)

25

WBC

Leukocyte count (count/L)

26

Fibrinogen

Fibrinogen concentration (mg/dL)

27

Platelets

Platelet count (count/mL)