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Table 1 Independent variables under study

From: Machine learning prediction of mortality in Acute Myocardial Infarction

Variable

Experiment 1

Experiment 2

Experiment 3

Age

X

X

X

Sex

X

X

X

Type of AMI

X

X

X

Comorbidities

X

X

X

Laboratory findings (n)

25

33

33

Laboratory findings

Albumin, Erythrocyte Distribution Range (RDW-CV), Calcium, Creatinine, Creatine kinase (CK), Eosinophils, Erythrocytes, Glucose, Hematocrit, Haemoglobin, Mean globular haemoglobin (HGM), International Normalised ratio (INR), Lactate Dehydrogenase (LDH), Lymphocytes, Neutrophils, Platelets, Potassium, C-reactive protein, Sodium, Activated Partial Thromboplastin Time (APTT), Prothrombin time, Glutamic-oxalacetic transaminase, Glutamic-pyruvic transaminase (SGPT), Troponin I, Urea

 

Chlorine, Phosphokinase MM fraction (CK-MB), Arterial bicarbonate concentration (HCO3a), Mean corpuscular haemoglobin concentration (MCHC), Magnesium, Mean Platelet Volume (MPV), Blood oxygen (pO2), Blood oxygen saturation (sO2)

N. º of comorbidities

 

X

X

Surgical Intervention

 

X

X

Body mass index

  

X

Symptoms

  

X

ACS Time

  

X

Heart Rate

  

X

N.º of Segments with Injury

  

X