Due to restrictions following results are derived from synthetic data to demonstrate capability of Computational Healthcare. Please do no derive any inferences from results below.

Visits
Adult patients (Age > 20 years)

940

Sex Count
Male 450
Female 490
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 3.92 days FQ: 2 days Median: 3 days TQ: 5 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission via ED ( N1_e ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 3.92 days FQ: 2 days Median: 3 days TQ: 5 days

Variation by ΔT for

Source Distribution
Source Count
Emergency department 940
Disposition Distribution
Disposition Count
Routine 440
Transfer to short-term hospital 30
Transfer other SNF, ICF, etc. 310
Home Health Care 130
Payer Distribution
Payer Count
Medicare 120
Medicaid 140
Private insurance 120
Self-pay 130
Other payer 140
No charge 140
Unknown payer 120
Race Distribution
Race Count
White 120
Black 130
Hispanic 130
Asian or Pacific Islander 130
Native American 140
Other 150
Race missing, unknown 100
State variation
S1 S2
Count 480 460
Sex : Male 50.0% 45.7%
Sex : Female 47.9% 54.3%
Source : Emergency department 100.0% 100.0%
Disposition : Routine 43.8% 47.8%
Disposition : Transfer other SNF, ICF, etc. 35.4% 30.4%
Disposition : Home Health Care 12.5% 13.0%
Payer : Medicare 12.5% 13.0%
Payer : Medicaid 12.5% 15.2%
Payer : Private insurance 10.4% 13.0%
Payer : Self-pay 14.6% 13.0%
Payer : Other payer 14.6% 13.0%
Payer : Unknown payer 12.5% 10.9%
Payer : No charge 14.6% 15.2%
Race : White 12.5% 13.0%
Race : Black 14.6% 13.0%
Race : Hispanic 12.5% 15.2%
Race : Asian or Pacific Islander 12.5% 15.2%
Race : Native American 14.6% 13.0%
Race : Other 16.7% 13.0%
Race : Race missing, unknown 10.4% 10.9%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 200 180 150 100 140 160
Sex : Male 45.0% 44.4% 46.7% 50.0% 50.0% 43.8%
Sex : Female 55.0% 50.0% 53.3% 50.0% 42.9% 50.0%
Source : Emergency department 100.0% 100.0% 100.0% 100.0% 100.0% 100.0%
Disposition : Routine 45.0% 44.4% 40.0% 50.0% 50.0% 43.8%
Disposition : Home Health Care 15.0% 11.1% 13.3% 0% 14.3% 12.5%
Disposition : Transfer other SNF, ICF, etc. 35.0% 27.8% 33.3% 30.0% 21.4% 31.3%
Payer : Medicare 20.0% 0% 0% 0% 0% 12.5%
Payer : Medicaid 15.0% 11.1% 13.3% 0% 0% 12.5%
Payer : Private insurance 10.0% 11.1% 13.3% 0% 14.3% 0%
Payer : Self-pay 15.0% 11.1% 13.3% 0% 0% 12.5%
Payer : Other payer 15.0% 11.1% 13.3% 0% 14.3% 12.5%
Payer : Unknown payer 10.0% 16.7% 0% 0% 14.3% 12.5%
Race : White 10.0% 0% 13.3% 0% 0% 12.5%
Race : Hispanic 10.0% 16.7% 0% 0% 14.3% 12.5%
Race : Asian or Pacific Islander 15.0% 11.1% 0% 0% 14.3% 12.5%
Race : Native American 10.0% 11.1% 20.0% 20.0% 0% 0%
Race : Other 15.0% 11.1% 13.3% 0% 14.3% 12.5%
Race : Race missing, unknown 10.0% 11.1% 0% 0% 0% 0%
Payer : No charge 0% 11.1% 20.0% 0% 14.3% 12.5%
Race : Black 0% 16.7% 0% 0% 0% 18.8%
Age Distribution
Age Count
80 - 99 380
60 - 79 400
40 - 59 120
Mean age First quartile Median Third quartile
75.27 years 65 years 76 years 87 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 210 420 270
Sex : Male 61.9% 50.0% 29.6%
Sex : Female 33.3% 47.6% 70.4%
Source : Emergency department 100.0% 100.0% 100.0%
Disposition : Routine 61.9% 50.0% 25.9%
Disposition : Transfer other SNF, ICF, etc. 19.0% 31.0% 48.1%
Disposition : Home Health Care 0% 14.3% 18.5%
Payer : Medicare 9.5% 14.3% 11.1%
Payer : Medicaid 9.5% 11.9% 14.8%
Payer : Private insurance 9.5% 14.3% 11.1%
Payer : Self-pay 14.3% 11.9% 14.8%
Payer : Other payer 14.3% 14.3% 14.8%
Payer : Unknown payer 0% 14.3% 11.1%
Payer : No charge 14.3% 14.3% 14.8%
Race : White 9.5% 14.3% 11.1%
Race : Black 14.3% 11.9% 14.8%
Race : Hispanic 14.3% 14.3% 11.1%
Race : Asian or Pacific Islander 9.5% 14.3% 11.1%
Race : Native American 14.3% 11.9% 14.8%
Race : Other 14.3% 16.7% 14.8%
Race : Race missing, unknown 9.5% 7.1% 11.1%
Procedure Distribution
Procedure Code Description Count
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P3893 Venous catheterization, not elsewhere classified 20
P9910 Injection or infusion of thrombolytic agent 20
P8703 Computerized axial tomography of head 80
P8872 Diagnostic ultrasound of heart 110
P8841 Arteriography of cerebral arteries 40
P8891 Magnetic resonance imaging of brain and brain stem 70
P8871 Diagnostic ultrasound of head and neck 40
DRG Distribution
DRG Code Description Count
DG559 DRG V24 : ACUTE ISCHEMIC STROKE WITH USE OF THROMBOLYTIC AGENT 20
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 900
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 130
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 30
D42789 Other specified cardiac dysrhythmias 0 0 20
D72989 Other musculoskeletal symptoms referable to limbs 0 0 50
D7813 Lack of coordination 0 0 30
D311 Depressive disorder, not elsewhere classified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 20
D78079 Other malaise and fatigue 0 0 20
D78451 Dysarthria 0 0 20
D2859 Anemia, unspecified 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 200
D43310 Occlusion and stenosis of carotid artery without mention of cerebral infarction 0 0 20
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 940 0 870
DV5866 Long-term (current) use of aspirin 0 0 30
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0 0 20
D7843 Aphasia 0 0 50
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 20
D42731 Atrial fibrillation 0 0 60
D3051 Tobacco use disorder 0 0 60
D53081 Esophageal reflux 0 0 20
D2720 Pure hypercholesterolemia 0 0 50
DV4581 Aortocoronary bypass status 0 0 30
D2768 Hypopotassemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 40
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 20
DV1582 Personal history of tobacco use 0 0 40
D7820 Disturbance of skin sensation 0 0 20
D4019 Unspecified essential hypertension 0 0 410
D5990 Urinary tract infection, site not specified 0 0 40
D78194 Facial weakness 0 0 40
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 30
D7845 Description not found for D7845 0 0 60
D34290 Hemiplegia, unspecified, affecting unspecified side 0 0 130
D27800 Obesity, unspecified 0 0 20
D78720 Dysphagia, unspecified 0 0 20
D412 Old myocardial infarction 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 20