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)

620

Sex Count
Male 360
Female 250
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 6.1 days FQ: 4 days Median: 5 days TQ: 8 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharged to home ( N1_f )

Mean ΔT: 5.79 days FQ: 3 days Median: 5 days TQ: 8 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 90
Another hospital 90
Another health facility including LTC 100
Emergency department 90
Unknown 120
Court/Law enforcement 100
Disposition Distribution
Disposition Count
Routine 620
Payer Distribution
Payer Count
Medicare 90
Medicaid 80
Private insurance 100
Self-pay 80
Other payer 80
Unknown payer 90
No charge 80
Race Distribution
Race Count
White 90
Black 70
Hispanic 90
Native American 70
Other 90
Race missing, unknown 90
Asian or Pacific Islander 80
State variation
S1 S2
Count 310 300
Sex : Male 58.1% 56.7%
Sex : Female 41.9% 40.0%
Source : Routine, birth, etc 16.1% 13.3%
Source : Another hospital 16.1% 13.3%
Source : Another health facility including LTC 16.1% 16.7%
Source : Emergency department 12.9% 16.7%
Source : Unknown 16.1% 20.0%
Source : Court/Law enforcement 16.1% 16.7%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 12.9% 16.7%
Payer : Medicaid 12.9% 13.3%
Payer : Private insurance 16.1% 16.7%
Payer : Self-pay 16.1% 6.7%
Payer : Other payer 12.9% 13.3%
Payer : Unknown payer 12.9% 13.3%
Payer : No charge 12.9% 13.3%
Race : White 16.1% 10.0%
Race : Black 9.7% 13.3%
Race : Hispanic 12.9% 13.3%
Race : Asian or Pacific Islander 12.9% 13.3%
Race : Native American 9.7% 13.3%
Race : Other 16.1% 13.3%
Race : Race missing, unknown 12.9% 16.7%
Yearly variation
2006 2007 2008
Count 130 120 100
Sex : Male 53.8% 66.7% 60.0%
Sex : Female 38.5% 33.3% 40.0%
Source : Routine, birth, etc 15.4% 16.7% 0%
Source : Another health facility including LTC 15.4% 16.7% 0%
Source : Emergency department 15.4% 0% 0%
Source : Unknown 15.4% 16.7% 20.0%
Disposition : Routine 100.0% 100.0% 100.0%
Payer : Medicaid 15.4% 0% 0%
Payer : Private insurance 15.4% 0% 0%
Race : White 15.4% 0% 0%
Race : Hispanic 15.4% 0% 0%
Race : Race missing, unknown 15.4% 16.7% 0%
Source : Court/Law enforcement 0% 16.7% 0%
Payer : Other payer 0% 16.7% 0%
Payer : No charge 0% 16.7% 0%
Race : Other 0% 16.7% 20.0%
Payer : Unknown payer 0% 0% 20.0%
Age Distribution
Age Count
80 - 99 110
40 - 59 140
60 - 79 290
20 - 39 60
Mean age First quartile Median Third quartile
64.51 years 55 years 66 years 76 years
65 >= Age > 45 85 >= Age > 65
Count 200 260
Sex : Male 60.0% 53.8%
Sex : Female 40.0% 46.2%
Source : Routine, birth, etc 10.0% 15.4%
Source : Another hospital 15.0% 11.5%
Source : Another health facility including LTC 15.0% 15.4%
Source : Emergency department 15.0% 15.4%
Source : Unknown 20.0% 15.4%
Source : Court/Law enforcement 15.0% 15.4%
Disposition : Routine 100.0% 100.0%
Payer : Medicare 10.0% 19.2%
Payer : Medicaid 10.0% 11.5%
Payer : Private insurance 15.0% 15.4%
Payer : Self-pay 10.0% 7.7%
Payer : Other payer 10.0% 15.4%
Payer : Unknown payer 15.0% 11.5%
Payer : No charge 15.0% 11.5%
Race : White 15.0% 11.5%
Race : Black 0% 11.5%
Race : Hispanic 15.0% 15.4%
Race : Asian or Pacific Islander 15.0% 15.4%
Race : Native American 10.0% 7.7%
Race : Other 10.0% 15.4%
Race : Race missing, unknown 15.0% 11.5%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 620
P9904 Transfusion of packed cells 30
P9396 Other oxygen enrichment 20
P8872 Diagnostic ultrasound of heart 30
P3891 Arterial catheterization 20
P3324 Closed [endoscopic] biopsy of bronchus 30
P3893 Venous catheterization, not elsewhere classified 100
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 590
P9390 Non-invasive mechanical ventilation 60
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 620
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 50
D42789 Other specified cardiac dysrhythmias 0 0 20
D3051 Tobacco use disorder 0 0 80
D2761 Hyposmolality and/or hyponatremia 0 0 20
D4280 Congestive heart failure, unspecified 0 0 80
D5849 Acute kidney failure, unspecified 0 0 20
D49322 Chronic obstructive asthma with (acute) exacerbation 0 0 30
D2859 Anemia, unspecified 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 20 0 70
D51881 Acute respiratory failure 410 0 270
D51884 Acute and chronic respiratory failure 30 0 0
D42731 Atrial fibrillation 0 0 20
D4254 Other primary cardiomyopathies 0 0 20
D486 Pneumonia, organism unspecified 30 0 80
D2762 Acidosis 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 40
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 40
D2768 Hypopotassemia 0 0 30
D4019 Unspecified essential hypertension 0 0 110
D5990 Urinary tract infection, site not specified 0 0 20
D49391 Asthma, unspecified type, with status asthmaticus 0 0 20
D79029 Other abnormal glucose 0 0 20
D30500 Alcohol abuse, unspecified 0 0 20
D27801 Morbid obesity 0 0 20
D27800 Obesity, unspecified 0 0 20
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 40
EE8490 Accident in home 60
EE8499 Accidents occurring in unspecified place 20
EE8497 Accidents occurring in residential institution 50