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)

350

Sex Count
Male 160
Female 180
In hospital
Mortality

37.14 %

Length of Stay Distribution
Mean LOS: 6.14 days FQ: 2 days Median: 5 days TQ: 8 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission via ED ( N1_e ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 1.33 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Emergency department 350
Disposition Distribution
Disposition Count
Routine 90
Transfer to short-term hospital 20
Home Health Care 30
Died in hospital 130
Transfer other SNF, ICF, etc. 60
Payer Distribution
Payer Count
Medicare 40
Medicaid 40
Private insurance 40
Self-pay 50
Other payer 50
Unknown payer 50
No charge 50
Race Distribution
Race Count
White 40
Black 40
Hispanic 50
Asian or Pacific Islander 50
Native American 40
Other 40
Race missing, unknown 50
State variation
S1 S2
Count 160 190
Sex : Male 43.8% 47.4%
Sex : Female 50.0% 52.6%
Source : Emergency department 100.0% 100.0%
Disposition : Routine 25.0% 26.3%
Disposition : Died in hospital 37.5% 36.8%
Disposition : Transfer other SNF, ICF, etc. 12.5% 15.8%
Payer : Medicare 12.5% 10.5%
Payer : Medicaid 12.5% 10.5%
Payer : Private insurance 12.5% 10.5%
Payer : Self-pay 12.5% 10.5%
Payer : Other payer 12.5% 10.5%
Payer : Unknown payer 0% 15.8%
Payer : No charge 12.5% 10.5%
Race : White 12.5% 10.5%
Race : Black 12.5% 10.5%
Race : Hispanic 12.5% 15.8%
Race : Asian or Pacific Islander 12.5% 15.8%
Race : Native American 0% 10.5%
Race : Other 0% 10.5%
Race : Race missing, unknown 18.8% 10.5%
Yearly variation
2006
Count 100
Sex : Male 40.0%
Sex : Female 50.0%
Source : Emergency department 100.0%
Disposition : Routine 20.0%
Disposition : Died in hospital 30.0%
Disposition : Transfer other SNF, ICF, etc. 20.0%
Payer : Medicaid 20.0%
Age Distribution
Age Count
80 - 99 150
40 - 59 50
60 - 79 130
Mean age First quartile Median Third quartile
73.44 years 63 years 76 years 86 years
85 >= Age > 65
Count 140
Sex : Male 42.9%
Sex : Female 57.1%
Source : Emergency department 100.0%
Disposition : Routine 28.6%
Disposition : Died in hospital 35.7%
Disposition : Transfer other SNF, ICF, etc. 14.3%
Payer : Medicare 14.3%
Payer : Private insurance 14.3%
Payer : Other payer 14.3%
Payer : Unknown payer 14.3%
Race : Hispanic 14.3%
Race : Asian or Pacific Islander 14.3%
Race : Native American 14.3%
Race : Race missing, unknown 14.3%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 350
P9904 Transfusion of packed cells 30
P8872 Diagnostic ultrasound of heart 20
P3893 Venous catheterization, not elsewhere classified 80
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 330
P9390 Non-invasive mechanical ventilation 30
P9960 Cardiopulmonary resuscitation, not otherwise specified 40
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 350
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D486 Pneumonia, organism unspecified 40 0 50
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D2762 Acidosis 0 0 20
D2859 Anemia, unspecified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 50
D3051 Tobacco use disorder 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 70
D51881 Acute respiratory failure 200 0 130
D5849 Acute kidney failure, unspecified 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 40
D42731 Atrial fibrillation 0 0 30
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 20
EE8497 Accidents occurring in residential institution 20