From: Venous thromboembolism in COVID-19 patients and prediction model: a multicenter cohort study
Multiple linear regression | Multiple logistic regression | Decision tree | Random forest |
---|---|---|---|
D-dimer | D-dimer | Therapeutic anticoagulation inpatient | D-dimer |
Nonalcoholic steatohepatitis | History of venous thromboembolism | History of venous thromboembolism | Therapeutic anticoagulation inpatient |
History of venous thromboembolism | Mechanical ventilation | D-dimer | Platelet count |
Therapeutic anticoagulation inpatient | Therapeutic anticoagulation inpatient | Age | Blood urea nitrogen |
High-flow nasal Cannula | High-flow nasal Cannula | Race/ethnicity | Age |
Mechanical ventilation | Nonalcoholic steatohepatitis | Blood urea nitrogen | WBC count |
Coronary artery bypass graft | Nonalcoholic steatohepatitis | Hospital length of stay | Systolic blood pressure on presentation |
Heart rate on presentation | Thyroid disease | Â | Lymphocytes |
Alanine aminotransferase | Nasal Cannula or non-rebreather Mask | Â | Alanine aminotransferase |
Chronic kidney disease | Coronary artery bypass graft | Â | Abnormal potassium level (higher or lower) |
 | Chronic kidney disease |  | B-type natriuretic peptide |
 | Ferritin |  | C-reactive protein |
 |  |  | Creatinine |
 |  |  | Lactate dehydrogenase |
 |  |  | Neutrophils |
 |  |  | Heart rate on presentation |
 |  |  | Total bilirubin |
 |  |  | Aspartate transaminase |
 |  |  | Diastolic blood pressure on presentation |
 |  |  | Venous thromboembolism |
 |  |  | Ferritin |
 |  |  | Oxygen saturation on presentation |