Table 2 Two-Way and Three-Way Comorbidity Combinations with the Highest Prevalence
Diagnosis 1 | Diagnosis 2 | Diagnosis 3 | Diagnosis 4 | Lift | % |
|---|---|---|---|---|---|
Two-way combinations | |||||
pl_Atelectasis | dx_Encounter.for.counseling | 6.54 | 76.7 | ||
cm_Essential.Hypertension | ddx_DNR | 6.33 | 74.2 | ||
cm_Acidosis | pdx_Cardiac.Arrest | 6.20 | 72.6 | ||
cm_Essential.Hypertension | dx_Encounter.for.counseling | 6.19 | 68.0 | ||
pl_Hypotension | pdx_Cardiac.Arrest | 5.80 | 65.9 | ||
pl_Acute.respiratory.failure | pdx_Cerebral.Hemorrhage | 4.70 | 55.1 | ||
cm_Congestive.heart.failure | hx_ARF.with.tubular.necrosis | 4.27 | 50.0 | ||
cm_Altered.mental.status | hx_Atherosclerosis.without.angina | 4.10 | 48.0 | ||
ddx_Kidney.Failure.Acute | ddx_Atrial.Fibrillation | 4.10 | 48.0 | ||
ddx_Coronary.atherosclerosis.of.native | ddx_Acute.respiratory.failure | 4.03 | 47.2 | ||
Three-way combinations | |||||
cm_Essential.Hypertension | dx_Abmoral.EKG | dx_Encounter.for.counseling | 6.57 | 77.0 | |
cm_Acidosis | pl_Atrial.Fibrillation | pl_Hypotension | 4.27 | 50.0 | |
pl_Dyspnea | pl_Hypotension | pl_Acute.respiratory.failure | 4.10 | 48.0 | |
cm_Congestive.heart.failure | dx_Abmoral.EKG | pl_Atrial.Fibrillation | 4.13 | 48.4 | |
pl_Kidney.Failure.Acute | cm_Acidosis | cm_Chronic.atrial.fibrillation | 4.11 | 48.2 | |
cm_Congestive.heart.failure | pl_Acute.respiratory.failure | dx_abnormal.blood.chemistry | 3.96 | 46.4 | |
cm_Anemia | cm_Acidosis | dx_Long.term.use.of..medications | 3.92 | 46.0 | |
cm_Essential.Hypertension | pl_Acute.respiratory.failure | cm_Chronic.Kidney.Diseases | 3.90 | 45.7 | |
cm_Congestive.heart.failure | pl_Atrial.Fibrillation | cm_Altered.mental.status | 3.79 | 44.4 | |
cm_Essential.Hypertension | pl_Acute.respiratory.failure | cm_Altered.mental.status | 3.75 | 43.9 | |
Four-way combinations | |||||
cm_Essential.Hypertension | cm_Anemia | cm_Acidosis | pl_Acute.respiratory.failure | 4.44 | 52.0 |
pl_Kidney.Failure.Acute | cm_Anemia | cm_Acidosis | pl_Acute.respiratory.failure | 4.27 | 50.0 |
pl_Kidney.Failure.Acute | cm_Acidosis | pl_Acute.respiratory.failure | cm_Chronic.Kidney.Diseases | 4.12 | 48.3 |
pl_Dyspnea | pl_Kidney.Failure.Acute | cm_Acidosis | cm_Chronic.kidney.disease.stage.3.moderate | 3.96 | 46.4 |
pl_Kidney.Failure.Acute | cm_Congestive.heart.failure | cm_Acidosis | cm_Chronic.Kidney.Diseases | 3.96 | 46.4 |
cm_Essential.Hypertension | dx_Encounter.due.to.tobacco | pl_Acute.respiratory.failure | ddx_Coronary.atherosclerosis.of.native | 3.94 | 46.2 |
cm_Essential.Hypertension | dx_Abmoral.EKG | pl_Hypotension | dx_ECG.abnormalities.non.specific | 3.94 | 46.2 |
cm_Essential.Hypertension | dx_Encounter.due.to.tobacco | pl_Acute.respiratory.failure | hx_Coronary.atherosclerosis.of.native | 3.79 | 44.4 |
pl_Kidney.Failure.Acute | cm_Congestive.heart.failure | pl_Acute.respiratory.failure | cm_Chronic.kidney.disease.stage.3..moderate. | 3.70 | 43.3 |
cm_Essential.Hypertension | dx_Abmoral.EKG | cm_Acidosis | pl_Hypotension | 3.47 | 40.6 |