Skip to main content

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)