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)

490

Sex Count
Male 260
Female 230
In hospital
Mortality

100.0 %

Length of Stay Distribution
Mean LOS: 14.16 days FQ: 8 days Median: 12 days TQ: 17 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Died in hospital ( N1_m )

Mean ΔT: 11.24 days FQ: 6 days Median: 9 days TQ: 15 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 80
Another health facility including LTC 90
Emergency department 80
Unknown 70
Court/Law enforcement 80
Disposition Distribution
Disposition Count
Died in hospital 490
Payer Distribution
Payer Count
Medicare 60
Medicaid 70
Private insurance 70
Self-pay 70
Other payer 60
Unknown payer 60
No charge 70
Race Distribution
Race Count
White 80
Black 50
Hispanic 70
Asian or Pacific Islander 70
Native American 70
Other 70
Race missing, unknown 60
State variation
S1 S2
Count 250 240
Sex : Male 52.0% 50.0%
Sex : Female 44.0% 45.8%
Source : Routine, birth, etc 12.0% 16.7%
Source : Another hospital 16.0% 16.7%
Source : Another health facility including LTC 16.0% 16.7%
Source : Emergency department 20.0% 12.5%
Source : Unknown 12.0% 12.5%
Source : Court/Law enforcement 12.0% 16.7%
Disposition : Died in hospital 100.0% 100.0%
Payer : Medicare 12.0% 12.5%
Payer : Medicaid 8.0% 16.7%
Payer : Private insurance 16.0% 12.5%
Payer : Self-pay 12.0% 16.7%
Payer : Other payer 12.0% 12.5%
Payer : Unknown payer 12.0% 8.3%
Payer : No charge 16.0% 12.5%
Race : White 12.0% 16.7%
Race : Black 8.0% 8.3%
Race : Hispanic 12.0% 16.7%
Race : Asian or Pacific Islander 12.0% 12.5%
Race : Other 16.0% 12.5%
Race : Race missing, unknown 12.0% 12.5%
Race : Native American 12.0% 12.5%
Yearly variation
2006 2007
Count 140 100
Sex : Male 50.0% 50.0%
Sex : Female 42.9% 50.0%
Source : Routine, birth, etc 14.3% 20.0%
Source : Another hospital 14.3% 0%
Source : Another health facility including LTC 14.3% 0%
Source : Emergency department 14.3% 0%
Source : Unknown 14.3% 0%
Disposition : Died in hospital 100.0% 100.0%
Payer : Medicaid 14.3% 0%
Payer : Private insurance 14.3% 0%
Payer : Other payer 14.3% 0%
Payer : No charge 14.3% 0%
Payer : Self-pay 14.3% 0%
Race : White 14.3% 0%
Race : Asian or Pacific Islander 14.3% 0%
Race : Native American 14.3% 0%
Race : Other 14.3% 0%
Race : Hispanic 0% 20.0%
Age Distribution
Age Count
80 - 99 230
40 - 59 50
60 - 79 180
Mean age First quartile Median Third quartile
75.66 years 66 years 79 years 86 years
85 >= Age > 65 Age > 85
Count 240 130
Sex : Male 54.2% 46.2%
Sex : Female 45.8% 46.2%
Source : Routine, birth, etc 12.5% 15.4%
Source : Another hospital 16.7% 15.4%
Source : Another health facility including LTC 16.7% 15.4%
Source : Court/Law enforcement 12.5% 15.4%
Disposition : Died in hospital 100.0% 100.0%
Payer : Medicare 8.3% 15.4%
Payer : Self-pay 12.5% 15.4%
Race : White 12.5% 15.4%
Race : Asian or Pacific Islander 12.5% 15.4%
Source : Emergency department 20.8% 0%
Source : Unknown 12.5% 0%
Payer : Medicaid 12.5% 0%
Payer : Private insurance 12.5% 0%
Payer : Other payer 12.5% 0%
Payer : Unknown payer 12.5% 0%
Payer : No charge 12.5% 0%
Race : Black 12.5% 0%
Race : Hispanic 16.7% 0%
Race : Native American 16.7% 0%
Race : Other 12.5% 0%
Race : Race missing, unknown 8.3% 0%
Procedure Distribution
Procedure Code Description Count
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9604 Insertion of endotracheal tube 490
P9904 Transfusion of packed cells 110
P966 Enteral infusion of concentrated nutritional substances 20
P3895 Venous catheterization for renal dialysis 20
P8872 Diagnostic ultrasound of heart 30
P3891 Arterial catheterization 30
P3324 Closed [endoscopic] biopsy of bronchus 60
P3893 Venous catheterization, not elsewhere classified 230
P3404 Insertion of intercostal catheter for drainage 20
P3322 Fiber-optic bronchoscopy 20
P9390 Non-invasive mechanical ventilation 30
P3995 Hemodialysis 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 440
P9960 Cardiopulmonary resuscitation, not otherwise specified 60
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 490
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 30
D78552 Septic shock 0 0 20
D3051 Tobacco use disorder 0 0 20
D4280 Congestive heart failure, unspecified 0 0 60
D5849 Acute kidney failure, unspecified 0 0 40
D2859 Anemia, unspecified 0 0 50
DV667 Encounter for palliative care 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 30
D99592 Severe sepsis 0 0 40
D51881 Acute respiratory failure 220 0 140
D51884 Acute and chronic respiratory failure 30 0 0
D42731 Atrial fibrillation 0 0 50
D486 Pneumonia, organism unspecified 60 0 70
D2762 Acidosis 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 50 0 40
D2724 Other and unspecified hyperlipidemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 60
D5990 Urinary tract infection, site not specified 0 0 20
D4275 Cardiac arrest 0 0 20
D78001 Coma 0 0 20
D0389 Unspecified septicemia 0 0 40
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8490 Accident in home 30
EE8497 Accidents occurring in residential institution 40