MIMIC2V26.COMORBIDITY_SCORES
DDL scriptColumns
| Name | Type | Nullable | Insertable | Updatable | Deletable | Comment |
|---|
| SUBJECT_ID | NUMBER(7) | N | YES | YES | YES | Unique subject identifier |
| HADM_ID | NUMBER(7) | N | YES | YES | YES | Hospital admission ID |
| CATEGORY | CHAR(10) | Y | YES | YES | YES | Category of score (e.g. Elixhauser) |
| CONGESTIVE_HEART_FAILURE | NUMBER(38) | Y | YES | YES | YES | Score for congestive heart failure |
| CARDIAC_ARRHYTHMIAS | NUMBER(38) | Y | YES | YES | YES | Score for cardiac arrhythmias |
| VALVULAR_DISEASE | NUMBER(38) | Y | YES | YES | YES | Score for valvular disease |
| PULMONARY_CIRCULATION | NUMBER(38) | Y | YES | YES | YES | Score for pulmonary circulatory disorders |
| PERIPHERAL_VASCULAR | NUMBER(38) | Y | YES | YES | YES | Score for peripheral vascular disorders |
| HYPERTENSION | NUMBER(38) | Y | YES | YES | YES | Score for hypertension (combined complicated and uncomplicated) |
| PARALYSIS | NUMBER(38) | Y | YES | YES | YES | Score for paralysis |
| OTHER_NEUROLOGICAL | NUMBER(38) | Y | YES | YES | YES | Score for other neurological disorders |
| CHRONIC_PULMONARY | NUMBER(38) | Y | YES | YES | YES | Score for chronic pulmonary disease |
| DIABETES_UNCOMPLICATED | NUMBER(38) | Y | YES | YES | YES | Score for uncomplicated diabetes |
| DIABETES_COMPLICATED | NUMBER(38) | Y | YES | YES | YES | Score for complicated diabetes |
| HYPOTHYROIDISM | NUMBER(38) | Y | YES | YES | YES | Score for hyperthyroidism |
| RENAL_FAILURE | NUMBER(38) | Y | YES | YES | YES | Score for renal failure |
| LIVER_DISEASE | NUMBER(38) | Y | YES | YES | YES | Score for liver disease |
| PEPTIC_ULCER | NUMBER(38) | Y | YES | YES | YES | Score for peptic ulcer disease (excluding bleeding) |
| AIDS | NUMBER(38) | Y | YES | YES | YES | Score for AIDS |
| LYMPHOMA | NUMBER(38) | Y | YES | YES | YES | Score for lymphoma |
| METASTATIC_CANCER | NUMBER(38) | Y | YES | YES | YES | Score for metastatic cancer |
| SOLID_TUMOR | NUMBER(38) | Y | YES | YES | YES | Score for solid tumor without metastasis |
| RHEUMATOID_ARTHRITIS | NUMBER(38) | Y | YES | YES | YES | Score for rheumatoid arthritis/collagen vascular diseases |
| COAGULOPATHY | NUMBER(38) | Y | YES | YES | YES | Score for coagulopathy |
| OBESITY | NUMBER(38) | Y | YES | YES | YES | Score for obesity |
| WEIGHT_LOSS | NUMBER(38) | Y | YES | YES | YES | Score for weight loss |
| FLUID_ELECTROLYTE | NUMBER(38) | Y | YES | YES | YES | Score for fluid and electrolyte disorders |
| BLOOD_LOSS_ANEMIA | NUMBER(38) | Y | YES | YES | YES | Score for blood loss anemia |
| DEFICIENCY_ANEMIAS | NUMBER(38) | Y | YES | YES | YES | Score for deficiency anemias |
| ALCOHOL_ABUSE | NUMBER(38) | Y | YES | YES | YES | Score for alcohol abuse |
| DRUG_ABUSE | NUMBER(38) | Y | YES | YES | YES | Score for drug abuse |
| PSYCHOSES | NUMBER(38) | Y | YES | YES | YES | Score for phychoses |
| DEPRESSION | NUMBER(38) | Y | YES | YES | YES | Score for depression |
Query:
Note: Syntax highlighting off
WITH icd9list AS (
SELECT adm.subject_id,
adm.hadm_id,
code,
sequence,
regexp_substr(code,'^\D') as icd9_alpha,
to_number(regexp_substr(code,'\d+$|\d+\.\d+$')) as icd9_numeric
FROM mimic2v26.admissions adm,
mimic2v26.icd9 icd
WHERE adm.hadm_id = icd.hadm_id
--AND adm.hadm_id < 100
)
--SELECT * FROM icd9list;
, drglist AS (
SELECT adm.subject_id,
adm.hadm_id,
to_number(ci.code) AS codenum,
ci.description
FROM mimic2v26.admissions adm,
mimic2v26.drgevents drg,
mimic2v26.d_codeditems ci
WHERE adm.hadm_id = drg.hadm_id
AND drg.itemid = ci.itemid
AND ci.type='HFCA_DRG'
)
--SELECT * FROM drglist;
, drg_category AS (
SELECT subject_id,
hadm_id,
CASE
WHEN (drglist.codenum >= 103 AND drglist.codenum <= 108)
OR (drglist.codenum >= 110 AND drglist.codenum <= 112)
OR (drglist.codenum >= 115 AND drglist.codenum <= 118)
OR (drglist.codenum >= 120 AND drglist.codenum <= 127)
OR drglist.codenum = 129
OR (drglist.codenum >= 132 AND drglist.codenum <= 133)
OR (drglist.codenum >= 135 AND drglist.codenum <= 143)
THEN 1
ELSE 0
END AS cardiac,
CASE
WHEN (drglist.codenum >= 302 AND drglist.codenum <= 305)
OR (drglist.codenum >= 315 AND drglist.codenum <= 333)
THEN 1
ELSE 0
END AS renal,
CASE
WHEN (drglist.codenum >= 199 AND drglist.codenum <= 202)
OR (drglist.codenum >= 205 AND drglist.codenum <= 208)
THEN 1
ELSE 0
END AS liver,
CASE
WHEN (drglist.codenum >= 400 AND drglist.codenum <= 414)
OR drglist.codenum = 473
OR drglist.codenum = 492
THEN 1
ELSE 0
END AS leukemia_lymphoma,
CASE
WHEN drglist.codenum = 10
OR drglist.codenum = 11
OR drglist.codenum = 64
OR drglist.codenum = 82
OR drglist.codenum = 172
OR drglist.codenum = 173
OR drglist.codenum = 199
OR drglist.codenum = 203
OR drglist.codenum = 239
OR (drglist.codenum >= 257 AND drglist.codenum <= 260)
OR drglist.codenum = 274
OR drglist.codenum = 275
OR drglist.codenum = 303
OR drglist.codenum = 318
OR drglist.codenum = 319
OR drglist.codenum = 338
OR drglist.codenum = 344
OR drglist.codenum = 346
OR drglist.codenum = 347
OR drglist.codenum = 354
OR drglist.codenum = 355
OR drglist.codenum = 357
OR drglist.codenum = 363
OR drglist.codenum = 366
OR drglist.codenum = 367
OR (drglist.codenum >= 406 AND drglist.codenum <= 414)
THEN 1
ELSE 0
END AS cancer,
CASE
WHEN drglist.codenum = 88
THEN 1
ELSE 0
END AS copd,
CASE
WHEN (drglist.codenum >= 130 AND drglist.codenum <= 131)
THEN 1
ELSE 0
END AS peripheral_vascular,
CASE
WHEN drglist.codenum = 134
THEN 1
ELSE 0
END AS hypertension,
CASE
WHEN (drglist.codenum >= 14 AND drglist.codenum <= 17)
OR drglist.codenum=5
THEN 1
ELSE 0
END AS cerebrovascular,
CASE
WHEN (drglist.codenum >= 1 AND drglist.codenum <= 35)
THEN 1
ELSE 0
END AS nervous_system,
CASE
WHEN (drglist.codenum >= 96 AND drglist.codenum <= 98)
THEN 1
ELSE 0
END AS asthma,
CASE
WHEN (drglist.codenum >= 294 AND drglist.codenum <= 295)
THEN 1
ELSE 0
END AS diabetes,
CASE
WHEN drglist.codenum = 290
THEN 1
ELSE 0
END AS thyroid,
CASE
WHEN (drglist.codenum >= 300 AND drglist.codenum <= 301)
THEN 1
ELSE 0
END AS endocrine,
CASE
WHEN drglist.codenum = 302
THEN 1
ELSE 0
END AS kidney_transplant,
CASE
WHEN (drglist.codenum >= 316 AND drglist.codenum <= 317)
THEN 1
ELSE 0
END AS renal_failure_dialysis,
CASE
WHEN (drglist.codenum >= 174 AND drglist.codenum <= 178)
THEN 1
ELSE 0
END AS gi_hemorrhage_ulcer,
CASE
WHEN (drglist.codenum >= 488 AND drglist.codenum <= 490)
THEN 1
ELSE 0
END AS hiv,
CASE
WHEN (drglist.codenum >= 240 AND drglist.codenum <= 241)
THEN 1
ELSE 0
END AS connective_tissue,
CASE
WHEN drglist.codenum = 397
THEN 1
ELSE 0
END AS coagulation,
CASE
WHEN drglist.codenum = 288
THEN 1
ELSE 0
END AS obesity_procedure,
CASE
WHEN (drglist.codenum >= 396 AND drglist.codenum <= 298)
THEN 1
ELSE 0
END AS nutrition_metabolic,
CASE
WHEN (drglist.codenum >= 395 AND drglist.codenum <= 396)
THEN 1
ELSE 0
END AS anemia,
CASE
WHEN (drglist.codenum >= 433 AND drglist.codenum <= 437)
THEN 1
ELSE 0
END AS alcohol_drug,
CASE
WHEN drglist.codenum = 430
THEN 1
ELSE 0
END AS psychoses,
CASE
WHEN drglist.codenum = 426
THEN 1
ELSE 0
END AS depression
FROM drglist
)
--SELECT * FROM drg_category;
, elixhauser AS (
SELECT icd.subject_id,
icd.hadm_id,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 398.91
OR icd.icd9_numeric = 402.11
OR icd.icd9_numeric = 402.91
OR icd.icd9_numeric = 404.11
OR icd.icd9_numeric = 404.13
OR icd.icd9_numeric = 404.91
OR icd.icd9_numeric = 404.93
OR icd.icd9_numeric BETWEEN 428 AND 428.9)
AND drg.cardiac = 0
THEN 1
ELSE 0
END
) AS congestive_heart_failure,
MAX(
CASE
WHEN ((icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 426.1
OR icd.icd9_numeric = 426.11
OR icd.icd9_numeric = 426.13
OR icd.icd9_numeric BETWEEN 426.2 AND 426.53
OR icd.icd9_numeric BETWEEN 426.6 AND 426.89
OR icd.icd9_numeric = 427
OR icd.icd9_numeric = 427.2
OR icd.icd9_numeric = 427.31
OR icd.icd9_numeric = 427.6
OR icd.icd9_numeric = 427.9
OR icd.icd9_numeric = 785))
OR (icd.icd9_alpha = 'V'
AND (icd.icd9_numeric = 45
OR icd.icd9_numeric = 53.3)))
AND drg.cardiac = 0
THEN 1
ELSE 0
END
) AS cardiac_arrhythmias,
MAX(
CASE
WHEN ((icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 93.2 AND 93.24
OR icd.icd9_numeric BETWEEN 394 AND 397.1
OR icd.icd9_numeric BETWEEN 424 AND 424.91
OR icd.icd9_numeric BETWEEN 746.3 AND 746.6))
OR (icd.icd9_alpha = 'V'
AND (icd.icd9_numeric = 42.2
OR icd.icd9_numeric = 43.3)))
AND drg.cardiac = 0
THEN 1
ELSE 0
END
) AS valvular_disease,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 416 AND 416.9
OR icd.icd9_numeric = 417.9)
AND (drg.cardiac = 0 AND drg.copd = 0)
THEN 1
ELSE 0
END
) AS pulmonary_circulation,
MAX(
CASE
WHEN ((icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 440 AND 440.9
OR icd.icd9_numeric = 441.2
OR icd.icd9_numeric = 441.4
OR icd.icd9_numeric = 441.7
OR icd.icd9_numeric = 441.9
OR icd.icd9_numeric BETWEEN 443.1 AND 443.9
OR icd.icd9_numeric = 447.1
OR icd.icd9_numeric = 557.1
OR icd.icd9_numeric = 557.9))
OR (icd.icd9_alpha = 'V'
AND icd.icd9_numeric = 43.4))
AND drg.peripheral_vascular = 0
THEN 1
ELSE 0
END
) AS peripheral_vascular,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 401.1
OR icd.icd9_numeric = 401.9
OR icd.icd9_numeric = 402.1
OR icd.icd9_numeric = 402.9
OR icd.icd9_numeric = 404.1
OR icd.icd9_numeric = 404.9
OR icd.icd9_numeric = 405.11
OR icd.icd9_numeric = 405.19
OR icd.icd9_numeric = 405.91
OR icd.icd9_numeric = 405.99)
AND (drg.hypertension = 0 AND drg.cardiac = 0 AND drg.renal = 0)
THEN 1
ELSE 0
END
) AS hypertension,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 342 AND 342.12
OR icd.icd9_numeric BETWEEN 342.9 AND 344.9)
AND drg.cerebrovascular = 0
THEN 1
ELSE 0
END
) AS paralysis,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 331.9
OR icd.icd9_numeric = 332
OR icd.icd9_numeric = 333.4
OR icd.icd9_numeric = 333.5
OR icd.icd9_numeric BETWEEN 334 AND 335.9
OR icd.icd9_numeric = 340
OR icd.icd9_numeric BETWEEN 341.1 AND 341.9
OR icd.icd9_numeric BETWEEN 345 AND 345.11
OR icd.icd9_numeric BETWEEN 345.4 AND 345.51
OR icd.icd9_numeric BETWEEN 345.8 AND 345.91
OR icd.icd9_numeric = 348.1
OR icd.icd9_numeric = 348.3
OR icd.icd9_numeric = 780.3
OR icd.icd9_numeric = 784.3)
AND drg.nervous_system = 0
THEN 1
ELSE 0
END
) AS other_neurological,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 490 AND 492.8
OR icd.icd9_numeric BETWEEN 493 AND 493.91
OR icd.icd9_numeric = 494
OR icd.icd9_numeric BETWEEN 495 AND 505
OR icd.icd9_numeric = 506.4)
AND (drg.copd = 0 AND drg.asthma = 0)
THEN 1
ELSE 0
END
) AS chronic_pulmonary,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND icd.icd9_numeric BETWEEN 250 AND 250.33
AND drg.diabetes = 0
THEN 1
ELSE 0
END
) AS diabetes_uncomplicated,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 250.4 AND 250.73
OR icd.icd9_numeric BETWEEN 250.9 AND 250.93)
AND drg.diabetes = 0
THEN 1
ELSE 0
END
) AS diabetes_complicated,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 243 AND 244.2
OR icd.icd9_numeric = 244.8
OR icd.icd9_numeric = 244.9)
AND (drg.thyroid = 0 AND drg.endocrine = 0)
THEN 1
ELSE 0
END
) AS hypothyroidism,
MAX(
CASE
WHEN ((icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 403.11
OR icd.icd9_numeric = 403.91
OR icd.icd9_numeric = 404.12
OR icd.icd9_numeric = 404.92
OR icd.icd9_numeric = 585
OR icd.icd9_numeric = 586))
OR (icd.icd9_alpha = 'V'
AND (icd.icd9_numeric = 42
OR icd.icd9_numeric = 45.1
OR icd.icd9_numeric = 56
OR icd.icd9_numeric = 56.8)))
AND (drg.kidney_transplant = 0 AND renal_failure_dialysis = 0)
THEN 1
ELSE 0
END
) AS renal_failure,
MAX(
CASE
WHEN ((icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 70.32
OR icd.icd9_numeric = 70.33
OR icd.icd9_numeric = 70.54
OR icd.icd9_numeric = 456
OR icd.icd9_numeric = 456.1
OR icd.icd9_numeric = 456.2
OR icd.icd9_numeric = 456.21
OR icd.icd9_numeric = 571
OR icd.icd9_numeric = 571.2
OR icd.icd9_numeric = 571.3
OR icd.icd9_numeric BETWEEN 571.4 AND 571.49
OR icd.icd9_numeric = 571.5
OR icd.icd9_numeric = 571.6
OR icd.icd9_numeric = 571.8
OR icd.icd9_numeric = 571.9
OR icd.icd9_numeric = 572.3
OR icd.icd9_numeric = 572.8))
OR (icd.icd9_alpha = 'V'
AND icd.icd9_numeric = 42.7))
AND drg.liver = 0
THEN 1
ELSE 0
END
) AS liver_disease,
MAX(
CASE
WHEN ((icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 531.7
OR icd.icd9_numeric = 531.9
OR icd.icd9_numeric = 532.7
OR icd.icd9_numeric = 532.9
OR icd.icd9_numeric = 533.7
OR icd.icd9_numeric = 533.9
OR icd.icd9_numeric = 534.7
OR icd.icd9_numeric = 534.9))
OR (icd.icd9_alpha = 'V'
AND icd.icd9_numeric = 12.71))
AND drg.gi_hemorrhage_ulcer = 0
THEN 1
ELSE 0
END
) AS peptic_ulcer,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND icd.icd9_numeric BETWEEN 42 AND 44.9
AND drg.hiv = 0
THEN 1
ELSE 0
END
) AS aids,
MAX(
CASE
WHEN ((icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 200 AND 202.38
OR icd.icd9_numeric BETWEEN 202.5 AND 203.01
OR icd.icd9_numeric BETWEEN 203.8 AND 203.81
OR icd.icd9_numeric = 238.6
OR icd.icd9_numeric = 273.3))
OR (icd.icd9_alpha = 'V'
AND (icd.icd9_numeric = 10.71
OR icd.icd9_numeric = 10.72
OR icd.icd9_numeric = 10.79)))
AND drg.leukemia_lymphoma = 0
THEN 1
ELSE 0
END
) AS lymphoma,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND icd.icd9_numeric BETWEEN 196 AND 199.1
AND drg.cancer = 0
THEN 1
ELSE 0
END
) AS metastatic_cancer,
MAX(
CASE
WHEN ((icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 140 AND 172.9
OR icd.icd9_numeric BETWEEN 174 AND 175.9
OR icd.icd9_numeric BETWEEN 179 AND 195.8))
OR (icd.icd9_alpha = 'V'
AND icd.icd9_numeric BETWEEN 10 AND 10.9))
AND drg.cancer = 0
THEN 1
ELSE 0
END
) AS solid_tumor,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 701
OR icd.icd9_numeric BETWEEN 710 AND 710.9
OR icd.icd9_numeric BETWEEN 714 AND 714.9
OR icd.icd9_numeric BETWEEN 720 AND 720.9
OR icd.icd9_numeric = 725)
AND drg.connective_tissue = 0
THEN 1
ELSE 0
END
) AS rheumatoid_arthritis,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 2860 AND 2869
OR icd.icd9_numeric = 287.1
OR icd.icd9_numeric BETWEEN 287.3 AND 287.5)
AND drg.coagulation = 0
THEN 1
ELSE 0
END
) AS coagulopathy,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND icd.icd9_numeric = 278
AND (drg.obesity_procedure = 0 AND drg.nutrition_metabolic = 0)
THEN 1
ELSE 0
END
) AS obesity,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND icd.icd9_numeric BETWEEN 260 AND 263.9
AND drg.nutrition_metabolic = 0
THEN 1
ELSE 0
END
) AS weight_loss,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND icd.icd9_numeric BETWEEN 276 AND 276.9
AND drg.nutrition_metabolic = 0
THEN 1
ELSE 0
END
) AS fluid_electrolyte,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND icd.icd9_numeric = 2800
AND drg.anemia = 0
THEN 1
ELSE 0
END
) AS blood_loss_anemia,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 280.1 AND 281.9
OR icd.icd9_numeric = 285.9)
AND drg.anemia = 0
THEN 1
ELSE 0
END
) AS deficiency_anemias,
MAX(
CASE
WHEN ((icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 291.1
OR icd.icd9_numeric = 291.2
OR icd.icd9_numeric = 291.5
OR icd.icd9_numeric = 291.8
OR icd.icd9_numeric = 291.9
OR icd.icd9_numeric BETWEEN 303.9 AND 303.93
OR icd.icd9_numeric BETWEEN 305 AND 305.03))
OR (icd.icd9_alpha = 'V'
AND icd.icd9_numeric = 113))
AND drg.alcohol_drug = 0
THEN 1
ELSE 0
END
) AS alcohol_abuse,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 292
OR icd.icd9_numeric BETWEEN 292.82 AND 292.89
OR icd.icd9_numeric = 292.9
OR icd.icd9_numeric BETWEEN 304 AND 304.93
OR icd.icd9_numeric BETWEEN 305.2 AND 305.93)
AND drg.alcohol_drug = 0
THEN 1
ELSE 0
END
) AS drug_abuse,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric BETWEEN 295 AND 298.9
OR icd.icd9_numeric BETWEEN 299.1 AND 299.11)
AND drg.psychoses = 0
THEN 1
ELSE 0
END
) AS psychoses,
MAX(
CASE
WHEN icd.icd9_alpha IS NULL
AND (icd.icd9_numeric = 300.4
OR icd.icd9_numeric = 301.12
OR icd.icd9_numeric = 309
OR icd.icd9_numeric = 309.1
OR icd.icd9_numeric = 311)
AND drg.depression = 0
THEN 1
ELSE 0
END
) AS depression
FROM icd9list icd, drg_category drg
WHERE icd.hadm_id = drg.hadm_id
GROUP BY icd.subject_id, icd.hadm_id
)
SELECT
SUBJECT_ID,
HADM_ID,
'ELIXHAUSER',
CONGESTIVE_HEART_FAILURE,
CARDIAC_ARRHYTHMIAS,
VALVULAR_DISEASE,
PULMONARY_CIRCULATION,
PERIPHERAL_VASCULAR,
HYPERTENSION,
PARALYSIS,
OTHER_NEUROLOGICAL,
CHRONIC_PULMONARY,
DIABETES_UNCOMPLICATED,
DIABETES_COMPLICATED,
HYPOTHYROIDISM,
RENAL_FAILURE,
LIVER_DISEASE,
PEPTIC_ULCER,
AIDS,
LYMPHOMA,
METASTATIC_CANCER,
SOLID_TUMOR,
RHEUMATOID_ARTHRITIS,
COAGULOPATHY,
OBESITY,
WEIGHT_LOSS,
FLUID_ELECTROLYTE,
BLOOD_LOSS_ANEMIA,
DEFICIENCY_ANEMIAS,
ALCOHOL_ABUSE,
DRUG_ABUSE,
PSYCHOSES,
DEPRESSION
FROM elixhauser