Table 8.
Full list of selected 164 features.
| i-th feature | Feature name | Group | Tablename |
|---|---|---|---|
| 0 | Gastric gastric tube | EHR | mimic_icu.outputevents |
| 1 | Stool out stool | EHR | mimic_icu.outputevents |
| 2 | Urine out incontinent | EHR | mimic_icu.outputevents |
| 3 | Fecal bag | EHR | mimic_icu.outputevents |
| 4 | Chest tube #1 | EHR | mimic_icu.outputevents |
| 5 | Chest tube #2 | EHR | mimic_icu.outputevents |
| 6 | Jackson pratt #1 | EHR | mimic_icu.outputevents |
| 7 | OR EBL | EHR | mimic_icu.outputevents |
| 8 | Pre-admission | EHR | mimic_icu.outputevents |
| 9 | TF residual | EHR | mimic_icu.outputevents |
| 10 | Albumin 5% | EHR | mimic_icu.inputevents |
| 11 | Fresh frozen plasma | EHR | mimic_icu.inputevents |
| 12 | Lorazepam (Ativan) | EHR | mimic_icu.inputevents |
| 13 | Midazolam (Versed) | EHR | mimic_icu.inputevents |
| 14 | Phenylephrine | EHR | mimic_icu.inputevents |
| 15 | Furosemide (Lasix) | EHR | mimic_icu.inputevents |
| 16 | Hydralazine | EHR | mimic_icu.inputevents |
| 17 | Norepinephrine | EHR | mimic_icu.inputevents |
| 18 | Nitroglycerin | EHR | mimic_icu.inputevents |
| 19 | Insulin - regular | EHR | mimic_icu.inputevents |
| 20 | Morphine sulfate | EHR | mimic_icu.inputevents |
| 21 | Packed red blood cells | EHR | mimic_icu.inputevents |
| 22 | D5 1/2NS | EHR | mimic_icu.inputevents |
| 23 | LR | EHR | mimic_icu.inputevents |
| 24 | Solution | EHR | mimic_icu.inputevents |
| 25 | Sterile water | EHR | mimic_icu.inputevents |
| 26 | Piggyback | EHR | mimic_icu.inputevents |
| 27 | KCL (Bolus) | EHR | mimic_icu.inputevents |
| 28 | Magnesium sulfate (Bolus) | EHR | mimic_icu.inputevents |
| 29 | HEMATOCRIT | EHR | mimic_hosp.labevents |
| 30 | PLATELET COUNT | EHR | mimic_hosp.labevents |
| 31 | HEMOGLOBIN | EHR | mimic_hosp.labevents |
| 32 | MCHC | EHR | mimic_hosp.labevents |
| 33 | MCH | EHR | mimic_hosp.labevents |
| 34 | MCV | EHR | mimic_hosp.labevents |
| 35 | RED BLOOD CELLS | EHR | mimic_hosp.labevents |
| 36 | RDW | EHR | mimic_hosp.labevents |
| 37 | CHLORIDE | EHR | mimic_hosp.labevents |
| 38 | ANION GAP | EHR | mimic_hosp.labevents |
| 39 | CREATININE | EHR | mimic_hosp.labevents |
| 40 | GLUCOSE | EHR | mimic_hosp.labevents |
| 41 | MAGNESIUM | EHR | mimic_hosp.labevents |
| 42 | CALCIUM, TOTAL | EHR | mimic_hosp.labevents |
| 43 | PHOSPHATE | EHR | mimic_hosp.labevents |
| 44 | INR(PT) | EHR | mimic_hosp.labevents |
| 45 | PT | EHR | mimic_hosp.labevents |
| 46 | PTT | EHR | mimic_hosp.labevents |
| 47 | LYMPHOCYTES | EHR | mimic_hosp.labevents |
| 48 | MONOCYTES | EHR | mimic_hosp.labevents |
| 49 | NEUTROPHILS | EHR | mimic_hosp.labevents |
| 50 | BASOPHILS | EHR | mimic_hosp.labevents |
| 51 | EOSINOPHILS | EHR | mimic_hosp.labevents |
| 52 | PH | EHR | mimic_hosp.labevents |
| 53 | BASE EXCESS | EHR | mimic_hosp.labevents |
| 54 | CALCULATED TOTAL CO2 | EHR | mimic_hosp.labevents |
| 55 | PCO2 | EHR | mimic_hosp.labevents |
| 56 | SPECIFIC GRAVITY | EHR | mimic_hosp.labevents |
| 57 | LACTATE | EHR | mimic_hosp.labevents |
| 58 | ALANINE AMINOTRANSFERASE (ALT) | EHR | mimic_hosp.labevents |
| 59 | ASPARATE AMINOTRANSFERASE (AST) | EHR | mimic_hosp.labevents |
| 60 | ALKALINE PHOSPHATASE | EHR | mimic_hosp.labevents |
| 61 | ALBUMIN | EHR | mimic_hosp.labevents |
| 62 | ArterialBloodPressurediastolic | EHR | mimic_icu.chartevents |
| 63 | ArterialBloodPressuremean | EHR | mimic_icu.chartevents |
| 64 | RespiratoryRate | EHR | mimic_icu.chartevents |
| 65 | AlarmsOn | EHR | mimic_icu.chartevents |
| 66 | MinuteVolumeAlarm-Low | EHR | mimic_icu.chartevents |
| 67 | Peakinsp.Pressure | EHR | mimic_icu.chartevents |
| 68 | PEEPset | EHR | mimic_icu.chartevents |
| 69 | MinuteVolume | EHR | mimic_icu.chartevents |
| 70 | TidalVolume(observed) | EHR | mimic_icu.chartevents |
| 71 | MinuteVolumeAlarm-High | EHR | mimic_icu.chartevents |
| 72 | MeanAirwayPressure | EHR | mimic_icu.chartevents |
| 73 | CentralVenousPressure | EHR | mimic_icu.chartevents |
| 74 | RespiratoryRate(Set) | EHR | mimic_icu.chartevents |
| 75 | PulmonaryArteryPressuremean | EHR | mimic_icu.chartevents |
| 76 | O2Flow | EHR | mimic_icu.chartevents |
| 77 | Glucosefingerstick | EHR | mimic_icu.chartevents |
| 78 | HeartRateAlarm-Low | EHR | mimic_icu.chartevents |
| 79 | PulmonaryArteryPressuresystolic | EHR | mimic_icu.chartevents |
| 80 | TidalVolume(set) | EHR | mimic_icu.chartevents |
| 81 | PulmonaryArteryPressurediastolic | EHR | mimic_icu.chartevents |
| 82 | SpO2DesatLimit | EHR | mimic_icu.chartevents |
| 83 | RespAlarm-High | EHR | mimic_icu.chartevents |
| 84 | SkinCare | EHR | mimic_icu.chartevents |
| 85 | Gcsverbal | EHR | mimic_icu.chartevents |
| 86 | Gcsmotor | EHR | mimic_icu.chartevents |
| 87 | Gcseyes | EHR | mimic_icu.chartevents |
| 88 | Systolic_blood_pressure_abp_mean | EHR | mimic_icu.chartevents |
| 89 | Heart_rate | EHR | mimic_icu.chartevents |
| 90 | Body_temperature | EHR | mimic_icu.chartevents |
| 91 | Pao2 | EHR | mimic_hosp.labevents |
| 92 | Fio2 | EHR | mimic_hosp.labevents |
| 93 | Urinary_output_sum | EHR | mimic_icu.outputevents |
| 94 | Serum_urea_nitrogen_level | EHR | mimic_hosp.labevents |
| 95 | White_blood_cells_count_mean | EHR | mimic_hosp.labevents |
| 96 | Serum_bicarbonate_level_mean | EHR | mimic_hosp.labevents |
| 97 | Sodium_level_mean | EHR | mimic_hosp.labevents |
| 98 | Potassium_level_mean | EHR | mimic_hosp.labevents |
| 99 | Bilirubin_level | EHR | mimic_hosp.labevents |
| 100 | ie_ratio_mean | EHR | mimic_icu.chartevents |
| 101 | Diastolic_blood_pressure_mean | EHR | mimic_icu.chartevents |
| 102 | Arterial_pressure_mean | EHR | mimic_icu.chartevents |
| 103 | Respiratory_rate | EHR | mimic_icu.chartevents |
| 104 | Spo2_peripheral | EHR | mimic_icu.chartevents |
| 105 | Glucose | EHR | mimic_icu.chartevents |
| 106 | Weight | EHR | mimic_icu.chartevents |
| 107 | Height | EHR | mimic_icu.chartevents |
| 108 | Hgb | EHR | mimic_hosp.labevents |
| 109 | Platelet | EHR | mimic_hosp.labevents |
| 110 | Chloride | EHR | mimic_hosp.labevents |
| 111 | Creatinine | EHR | mimic_hosp.labevents |
| 112 | Norepinephrine | EHR | mimic_icu.chartevents |
| 113 | Epinephrine | EHR | mimic_icu.chartevents |
| 114 | Phenylephrine | EHR | mimic_icu.chartevents |
| 115 | Vasopressin | EHR | mimic_icu.chartevents |
| 116 | Dopamine | EHR | mimic_icu.chartevents |
| 117 | Midazolam | EHR | mimic_icu.chartevents |
| 118 | Fentanyl | EHR | mimic_icu.chartevents |
| 119 | Propofol | EHR | mimic_icu.chartevents |
| 120 | Peep | EHR | mimic_hosp.labevents |
| 121 | Ph | EHR | mimic_hosp.labevents |
| 122 | Age | Demographic | mimic_core.patients, mimic_icu.icustays |
| 123 | AIDS | Comorbidity | mimic_hosp.diagnoses_icd |
| 124 | HEM | Comorbidity | mimic_hosp.diagnoses_icd |
| 125 | METS | Comorbidity | mimic_hosp.diagnoses_icd |
| 126 | AdmissionType_mimic3_processed | Admission | mimic_core.admissions |
| 127 | Gender | Demographic | mimic_core.patients |
| 128 | Admission_type | Admission | mimic_core.admissions |
| 129 | Admission_location | Admission | mimic_core.admissions |
| 130 | Insurance | Admission | mimic_core.admissions |
| 131 | Language | Demographic | mimic_core.admissions |
| 132 | Marital_status | Demographic | mimic_core.admissions |
| 133 | Ethnicity | Demographic | mimic_core.admissions |
| 134 | Congestive_heart_failure | Comorbidity | mimic_hosp.diagnoses_icd |
| 135 | Cardiac_arrhythmias | Comorbidity | mimic_hosp.diagnoses_icd |
| 136 | Valvular_disease | Comorbidity | mimic_hosp.diagnoses_icd |
| 137 | Pulmonary_circulation | Comorbidity | mimic_hosp.diagnoses_icd |
| 138 | Peripheral_vascular | Comorbidity | mimic_hosp.diagnoses_icd |
| 139 | Hypertension | Comorbidity | mimic_hosp.diagnoses_icd |
| 140 | Paralysis | Comorbidity | mimic_hosp.diagnoses_icd |
| 141 | Other_neurological | Comorbidity | mimic_hosp.diagnoses_icd |
| 142 | Chronic_pulmonary | Comorbidity | mimic_hosp.diagnoses_icd |
| 143 | Diabetes_uncomplicated | Comorbidity | mimic_hosp.diagnoses_icd |
| 144 | Diabetes_complicated | Comorbidity | mimic_hosp.diagnoses_icd |
| 145 | Hypothyroidism | Comorbidity | mimic_hosp.diagnoses_icd |
| 146 | Renal_failure | Comorbidity | mimic_hosp.diagnoses_icd |
| 147 | Liver_disease | Comorbidity | mimic_hosp.diagnoses_icd |
| 148 | Peptic_ulcer | Comorbidity | mimic_hosp.diagnoses_icd |
| 149 | Aids | Comorbidity | mimic_hosp.diagnoses_icd |
| 150 | Lymphoma | Comorbidity | mimic_hosp.diagnoses_icd |
| 151 | Metastatic_cancer | Comorbidity | mimic_hosp.diagnoses_icd |
| 152 | Solid_tumor | Comorbidity | mimic_hosp.diagnoses_icd |
| 153 | Rheumatoid_arthritis | Comorbidity | mimic_hosp.diagnoses_icd |
| 154 | Coagulopathy | Comorbidity | mimic_hosp.diagnoses_icd |
| 155 | Obesity | Comorbidity | mimic_hosp.diagnoses_icd |
| 156 | Weight_loss | Comorbidity | mimic_hosp.diagnoses_icd |
| 157 | Fluid_electrolyte | Comorbidity | mimic_hosp.diagnoses_icd |
| 158 | Blood_loss_anemia | Comorbidity | mimic_hosp.diagnoses_icd |
| 159 | Deficiency_anemias | Comorbidity | mimic_hosp.diagnoses_icd |
| 160 | Alcohol_abuse | Comorbidity | mimic_hosp.diagnoses_icd |
| 161 | Drug_abuse | Comorbidity | mimic_hosp.diagnoses_icd |
| 162 | Psychoses | Comorbidity | mimic_hosp.diagnoses_icd |
| 163 | Depression | Comorbidity | mimic_hosp.diagnoses_icd |