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)

640

Sex Count
Male 400
Female 240
In hospital
Mortality

64.06 %

Length of Stay Distribution
Mean LOS: 9.56 days FQ: 2 days Median: 6 days TQ: 13 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Transfusion of other serum ( P9907 )

Mean ΔT: 1.77 days FQ: 0 days Median: 0 days TQ: 1 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 130
Another hospital 110
Another health facility including LTC 100
Emergency department 100
Unknown 100
Court/Law enforcement 90
Disposition Distribution
Disposition Count
Routine 70
Transfer to short-term hospital 40
Died in hospital 410
Transfer other SNF, ICF, etc. 70
Home Health Care 30
Payer Distribution
Payer Count
Medicare 80
Medicaid 80
Private insurance 90
Self-pay 100
Other payer 90
Unknown payer 80
No charge 90
Race Distribution
Race Count
White 100
Black 80
Hispanic 80
Asian or Pacific Islander 80
Native American 90
Other 90
Race missing, unknown 90
State variation
S1 S2
Count 310 330
Sex : Male 58.1% 66.7%
Sex : Female 38.7% 33.3%
Source : Routine, birth, etc 19.4% 18.2%
Source : Another hospital 16.1% 18.2%
Source : Another health facility including LTC 16.1% 12.1%
Source : Emergency department 9.7% 18.2%
Source : Unknown 12.9% 15.2%
Source : Court/Law enforcement 16.1% 12.1%
Disposition : Routine 9.7% 9.1%
Disposition : Transfer to short-term hospital 6.5% 6.1%
Disposition : Died in hospital 61.3% 63.6%
Disposition : Transfer other SNF, ICF, etc. 9.7% 9.1%
Payer : Medicare 9.7% 12.1%
Payer : Medicaid 9.7% 15.2%
Payer : Private insurance 16.1% 12.1%
Payer : Self-pay 16.1% 15.2%
Payer : Other payer 16.1% 12.1%
Payer : Unknown payer 12.9% 12.1%
Payer : No charge 12.9% 15.2%
Race : White 12.9% 15.2%
Race : Black 12.9% 12.1%
Race : Hispanic 9.7% 12.1%
Race : Asian or Pacific Islander 9.7% 12.1%
Race : Native American 12.9% 15.2%
Race : Other 16.1% 12.1%
Race : Race missing, unknown 12.9% 12.1%
Disposition : Home Health Care 6.5% 0%
Yearly variation
2006 2007 2008
Count 130 150 100
Sex : Male 53.8% 60.0% 70.0%
Sex : Female 38.5% 40.0% 30.0%
Source : Routine, birth, etc 15.4% 20.0% 20.0%
Source : Unknown 15.4% 13.3% 0%
Source : Court/Law enforcement 15.4% 0% 0%
Disposition : Died in hospital 61.5% 53.3% 70.0%
Payer : Other payer 15.4% 13.3% 0%
Payer : No charge 15.4% 13.3% 0%
Race : Hispanic 15.4% 0% 0%
Race : Other 15.4% 13.3% 0%
Race : Race missing, unknown 15.4% 13.3% 0%
Source : Another hospital 0% 20.0% 0%
Source : Another health facility including LTC 0% 13.3% 0%
Disposition : Routine 0% 13.3% 0%
Payer : Private insurance 0% 13.3% 0%
Payer : Self-pay 0% 13.3% 0%
Race : White 0% 13.3% 0%
Race : Native American 0% 13.3% 0%
Source : Emergency department 0% 0% 20.0%
Age Distribution
Age Count
20 - 39 30
40 - 59 130
60 - 79 270
80 - 99 190
Mean age First quartile Median Third quartile
68.86 years 59 years 70 years 82 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 190 280 100
Sex : Male 73.7% 57.1% 50.0%
Sex : Female 26.3% 39.3% 50.0%
Source : Routine, birth, etc 15.8% 17.9% 20.0%
Source : Another health facility including LTC 15.8% 14.3% 20.0%
Disposition : Died in hospital 68.4% 60.7% 70.0%
Source : Another hospital 15.8% 17.9% 0%
Source : Emergency department 15.8% 14.3% 0%
Source : Unknown 15.8% 10.7% 0%
Source : Court/Law enforcement 10.5% 14.3% 0%
Payer : Medicaid 10.5% 10.7% 0%
Payer : Private insurance 10.5% 14.3% 0%
Payer : Other payer 15.8% 10.7% 0%
Payer : Unknown payer 15.8% 10.7% 0%
Payer : No charge 10.5% 14.3% 0%
Payer : Self-pay 15.8% 14.3% 0%
Race : Black 10.5% 14.3% 0%
Race : Hispanic 10.5% 10.7% 0%
Race : Asian or Pacific Islander 10.5% 10.7% 0%
Race : Native American 15.8% 14.3% 0%
Race : Other 15.8% 10.7% 0%
Race : White 15.8% 14.3% 0%
Race : Race missing, unknown 10.5% 14.3% 0%
Disposition : Routine 0% 7.1% 0%
Disposition : Transfer to short-term hospital 0% 7.1% 0%
Disposition : Transfer other SNF, ICF, etc. 0% 10.7% 0%
Payer : Medicare 0% 14.3% 0%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 640
P3891 Arterial catheterization 40
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 120
P9960 Cardiopulmonary resuscitation, not otherwise specified 70
P9904 Transfusion of packed cells 220
P4513 Other endoscopy of small intestine 20
P3893 Venous catheterization, not elsewhere classified 190
P9905 Transfusion of platelets 80
P3995 Hemodialysis 30
P3895 Venous catheterization for renal dialysis 30
P3324 Closed [endoscopic] biopsy of bronchus 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 330
P9907 Transfusion of other serum 640
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 20
DG174 DRG V24 : G.I. HEMORRHAGE W CC 20
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 60
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 20
DG202 DRG V24 : CIRRHOSIS & ALCOHOLIC HEPATITIS 20
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 30
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 30
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 90
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5712 Alcoholic cirrhosis of liver 20 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D78552 Septic shock 0 0 40
D3051 Tobacco use disorder 0 0 20
D5990 Urinary tract infection, site not specified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 50
D5849 Acute kidney failure, unspecified 0 0 60
DV5861 Long-term (current) use of anticoagulants 0 0 30
D2875 Thrombocytopenia, unspecified 0 0 20
D2859 Anemia, unspecified 0 0 40
D2851 Acute posthemorrhagic anemia 0 0 20
D99592 Severe sepsis 0 0 70
D4589 Hypotension, unspecified 0 0 20
D51881 Acute respiratory failure 50 0 150
D42731 Atrial fibrillation 0 0 60
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 0 0 40
D2762 Acidosis 0 0 50
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D4019 Unspecified essential hypertension 0 0 80
D5859 Chronic kidney disease, unspecified 0 0 20
D4275 Cardiac arrest 0 0 20
D570 Acute and subacute necrosis of liver 0 0 30
D2866 Defibrination syndrome 0 0 20
D431 Intracerebral hemorrhage 30 0 0
D2869 Other and unspecified coagulation defects 0 0 30
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 20
D0389 Unspecified septicemia 110 0 70
External Causes Distribution
External Cause Code Description Count
EE8889 Unspecified fall 20
EE8497 Accidents occurring in residential institution 90
EE9342 Anticoagulants causing adverse effects in therapeutic use 30
EE8490 Accident in home 70
EE8499 Accidents occurring in unspecified place 20