Table 6 Classification of typical terms proposed by ML model
From: Ontology-based venous thromboembolism risk assessment model developing from medical records
Classification Name | Typical Terms |
|---|---|
Predilection site and clinical manifestation | Thrombus, Lower limb vein, Left lower limb, Posterior tibial vein, Thrombosis, Femoral vein, Embolism, Shank, Hemoptysis, Pulmonary artery |
Treatment | Warfarin |
Tumor | Paclitaxel, Lymphoma, Lung adenocarcinoma |
Surgery, Trauma, Invasive Operation | Resection, Peritoneal dialysis, Cholecystectomy, Stenting |
Rheumatic Disease | Rheumatoid arthritis, Prednisone, Hyperuricemia, Lupus nephritis |
Acute Infection | Bacteria, Pneumonia, Antibiotics, Septic shock, Vancomycin, Soft tissue infection |
Mechanical Ventilation | Mask |