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)

730

Sex Count
Male 450
Female 280
In hospital
Mortality

53.42 %

Length of Stay Distribution
Mean LOS: 11.04 days FQ: 2 days Median: 7 days TQ: 14 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Arterial catheterization ( P3891 )

Mean ΔT: 0.85 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 120
Another hospital 120
Another health facility including LTC 120
Emergency department 120
Unknown 110
Court/Law enforcement 120
Disposition Distribution
Disposition Count
Routine 130
Transfer to short-term hospital 40
Home Health Care 40
Died in hospital 390
Transfer other SNF, ICF, etc. 100
Payer Distribution
Payer Count
Medicare 110
Medicaid 90
Private insurance 100
Self-pay 100
Other payer 100
Unknown payer 100
No charge 110
Race Distribution
Race Count
White 100
Black 90
Hispanic 100
Asian or Pacific Islander 90
Native American 120
Other 100
Race missing, unknown 110
State variation
S1 S2
Count 390 340
Sex : Male 61.5% 61.8%
Sex : Female 38.5% 35.3%
Source : Routine, birth, etc 15.4% 17.6%
Source : Another hospital 15.4% 17.6%
Source : Another health facility including LTC 15.4% 14.7%
Source : Emergency department 17.9% 14.7%
Source : Unknown 15.4% 14.7%
Source : Court/Law enforcement 15.4% 17.6%
Disposition : Routine 17.9% 14.7%
Disposition : Home Health Care 5.1% 5.9%
Disposition : Died in hospital 53.8% 52.9%
Disposition : Transfer other SNF, ICF, etc. 12.8% 14.7%
Payer : Medicare 15.4% 14.7%
Payer : Medicaid 12.8% 8.8%
Payer : Private insurance 12.8% 14.7%
Payer : Self-pay 12.8% 14.7%
Payer : Other payer 12.8% 14.7%
Payer : Unknown payer 12.8% 14.7%
Payer : No charge 15.4% 11.8%
Race : White 10.3% 17.6%
Race : Black 10.3% 11.8%
Race : Hispanic 12.8% 11.8%
Race : Asian or Pacific Islander 10.3% 14.7%
Race : Native American 15.4% 14.7%
Race : Other 15.4% 8.8%
Race : Race missing, unknown 17.9% 11.8%
Disposition : Transfer to short-term hospital 5.1% 0%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 150 120 120 110 110 100
Sex : Male 60.0% 58.3% 58.3% 54.5% 63.6% 70.0%
Sex : Female 33.3% 41.7% 33.3% 45.5% 36.4% 30.0%
Source : Routine, birth, etc 13.3% 16.7% 0% 0% 18.2% 20.0%
Source : Another hospital 13.3% 16.7% 16.7% 18.2% 18.2% 0%
Source : Another health facility including LTC 13.3% 0% 0% 0% 0% 0%
Source : Emergency department 13.3% 16.7% 0% 18.2% 0% 0%
Source : Unknown 13.3% 0% 16.7% 0% 0% 0%
Source : Court/Law enforcement 13.3% 0% 16.7% 18.2% 0% 0%
Disposition : Routine 13.3% 16.7% 0% 0% 0% 20.0%
Disposition : Died in hospital 53.3% 58.3% 58.3% 54.5% 45.5% 50.0%
Disposition : Transfer other SNF, ICF, etc. 13.3% 0% 16.7% 0% 18.2% 0%
Payer : Self-pay 13.3% 0% 0% 0% 0% 0%
Payer : Other payer 13.3% 0% 16.7% 0% 0% 0%
Payer : Unknown payer 13.3% 16.7% 0% 0% 0% 0%
Payer : No charge 13.3% 0% 16.7% 0% 0% 0%
Race : Native American 20.0% 16.7% 16.7% 18.2% 0% 0%
Race : Other 13.3% 0% 0% 0% 0% 0%
Payer : Private insurance 0% 16.7% 0% 0% 0% 0%
Race : White 0% 16.7% 0% 0% 0% 0%
Race : Asian or Pacific Islander 0% 16.7% 0% 0% 0% 0%
Race : Race missing, unknown 0% 16.7% 16.7% 0% 18.2% 0%
Payer : Medicare 0% 0% 0% 18.2% 18.2% 0%
Race : Hispanic 0% 0% 0% 0% 18.2% 0%
Age Distribution
Age Count
20 - 39 50
40 - 59 150
60 - 79 310
80 - 99 200
Mean age First quartile Median Third quartile
67.88 years 58 years 69 years 81 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 230 290 120
Sex : Male 65.2% 62.1% 50.0%
Sex : Female 34.8% 37.9% 50.0%
Source : Another hospital 17.4% 17.2% 16.7%
Source : Another health facility including LTC 13.0% 17.2% 0%
Source : Emergency department 17.4% 17.2% 0%
Source : Unknown 17.4% 13.8% 16.7%
Source : Court/Law enforcement 17.4% 13.8% 0%
Source : Routine, birth, etc 13.0% 13.8% 25.0%
Disposition : Routine 17.4% 13.8% 0%
Disposition : Died in hospital 52.2% 51.7% 66.7%
Disposition : Transfer other SNF, ICF, etc. 8.7% 17.2% 16.7%
Payer : Medicare 13.0% 13.8% 16.7%
Payer : Medicaid 13.0% 13.8% 0%
Payer : Private insurance 13.0% 13.8% 0%
Payer : Other payer 13.0% 13.8% 0%
Payer : Unknown payer 13.0% 17.2% 0%
Payer : Self-pay 13.0% 10.3% 16.7%
Payer : No charge 17.4% 10.3% 0%
Race : White 13.0% 13.8% 0%
Race : Black 8.7% 13.8% 0%
Race : Asian or Pacific Islander 13.0% 10.3% 16.7%
Race : Native American 17.4% 13.8% 16.7%
Race : Other 13.0% 13.8% 0%
Race : Hispanic 13.0% 10.3% 0%
Race : Race missing, unknown 13.0% 13.8% 0%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 730
P9604 Insertion of endotracheal tube 730
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 140
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 380
P9904 Transfusion of packed cells 90
P3893 Venous catheterization, not elsewhere classified 340
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P3995 Hemodialysis 40
P3895 Venous catheterization for renal dialysis 30
P3324 Closed [endoscopic] biopsy of bronchus 40
P9960 Cardiopulmonary resuscitation, not otherwise specified 80
P9390 Non-invasive mechanical ventilation 30
P9907 Transfusion of other serum 40
DRG Distribution
DRG Code Description Count
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 100
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 110
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 60
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 20
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 40
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 30
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 40
D42789 Other specified cardiac dysrhythmias 0 0 30
D78552 Septic shock 0 0 60
D3051 Tobacco use disorder 0 0 40
D4280 Congestive heart failure, unspecified 0 0 50
D5849 Acute kidney failure, unspecified 0 0 70
D2875 Thrombocytopenia, unspecified 0 0 20
D2859 Anemia, unspecified 0 0 50
D2449 Unspecified acquired hypothyroidism 0 0 20
DV667 Encounter for palliative care 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 30
D99592 Severe sepsis 0 0 70
D4589 Hypotension, unspecified 0 0 20
D51881 Acute respiratory failure 90 0 180
D42731 Atrial fibrillation 0 0 50
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 20 0 50
D2762 Acidosis 0 0 60
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 50
D2768 Hypopotassemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
D5185 Pulmonary insufficiency following trauma and surgery 0 0 20
DV1582 Personal history of tobacco use 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 40
D4019 Unspecified essential hypertension 0 0 100
D5990 Urinary tract infection, site not specified 0 0 30
D78001 Coma 0 0 20
D4275 Cardiac arrest 0 0 30
D431 Intracerebral hemorrhage 30 0 20
D27800 Obesity, unspecified 0 0 20
D0389 Unspecified septicemia 110 0 70
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 90
EE8495 Street and highway accidents 20
EE8490 Accident in home 70
EE8499 Accidents occurring in unspecified place 20