Table 2 The features from the structured EHR data tables, including laboratory tests, vital signs, and medications
From: Predicting multiple sclerosis severity with multimodal deep neural networks
LABORATORY TEST | VITAL SIGN | MEDICATION | ||
|---|---|---|---|---|
Mean Corpuscular Hemoglobi | Carbon Dioxide | Albumin | Diastolic Blood Pressure | Baclofen |
Red Cell Distribution Width | Basophils | Glucose Level | Systolic Blood Pressure | Gabapentin |
Mean Corpuscular Hemoglobin Concentration | White Blood Cell Count | eGFR | Heart Rate | Copaxone |
Mean Corpuscular Volume | Hematocrit | Albumin/Globulin Ratio | Weight | Gilenya |
Alanine Aminotransferase | Red Blood Cell Count | Eosinophils | Height | Tecfidera |
Aspartate Aminotransferase | Platelet Count | Potassium Level | BMI | Aubagio |
Anion Gap | Total Protein | Creatinine | O2 Saturation | Ampyra |
MRI Brain W/Wo Contrast | Bili Total | Bilirubin, Direct | Pulse | Prednisone |
Creatinine Level | Alkaline Phosphatase | Bun/Creatinine Ratio | Temperature | Vitamin |
Bun/Creatinine Ratio | Albumin Level | Potassium | Respiration | Duloxetine |
Hematocrit Test | Globulin | Systolic | Â | Dalfampridine |
Hemoglobin | Neutrophils | MRI Spine Cervical W Wo Contrast | Â | Clonazepam |
Blood Urea Nitrogen | Lymphocytes | Brain W/Wo Contrast MRI | Â | Â |
Mean Platelet Volume | Absolute Eosinophils | Body Surface Area | Â | Â |
Calcium Level Total | Basophils | Bilirubin, Indirect | Â | Â |
Sodium Level | Absolute Monocytes | Segmented Neutrophils | Â | Â |
Thyroid Stimulating Hormone | Absolute Neutrophils | Monocytes | Â | Â |
Segs-Bands | Absolute Basophils | Chloride Level | Â | Â |