Table 11 Hierarchical clustering results for MIMIC-III dataset
Hiyerarchical clustering | ||||
|---|---|---|---|---|
Cluster 1 | Cluster 2 | Cluster 3 | Cluster 4 | Cluster 5 |
Age | Heart Rate | Glucose | Platelet | Urine Output |
Gender | Systolic Blood Pressure | Â | PaO2/FiO2 | Â |
Diastolic Blood Pressure | SpO2 | Â | Â | Â |
Mean Arterial Pressure | Chloride | Â | Â | Â |
Respiration | Sodium | Â | Â | Â |
Temperature | Â | Â | Â | Â |
Albumin | Â | Â | Â | Â |
Immature Neutrophil Cells | Â | Â | Â | Â |
Bicarbonate | Â | Â | Â | Â |
Bilirubin | Â | Â | Â | Â |
Creatinine | Â | Â | Â | Â |
Hematocrit | Â | Â | Â | Â |
Hemoglobin | Â | Â | Â | Â |
Lactate | Â | Â | Â | Â |
Potassium | Â | Â | Â | Â |
Partial Thromboplastin Time | Â | Â | Â | Â |
International Normalized Ratio | Â | Â | Â | Â |
Prothrombin Time | Â | Â | Â | Â |
Blood Urea Nitrogen | Â | Â | Â | Â |
White Blood Cells | Â | Â | Â | Â |
Dobutamine | Â | Â | Â | Â |
Glasgow Coma Scale | Â | Â | Â | Â |
Mechanical Respiration | Â | Â | Â | Â |
Coagulation | Â | Â | Â | Â |
Liver | Â | Â | Â | Â |
Cardiovascular | Â | Â | Â | Â |
Central Nervous System | Â | Â | Â | Â |
Renal | Â | Â | Â | Â |