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)

510

Sex Count
Male 260
Female 250
In hospital
Mortality

39.22 %

Length of Stay Distribution
Mean LOS: 11.35 days FQ: 5 days Median: 9 days TQ: 15 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Non-invasive mechanical ventilation ( P9390 ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 1.6 days FQ: 0 days Median: 0 days TQ: 2 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 80
Another hospital 80
Another health facility including LTC 90
Emergency department 80
Unknown 80
Court/Law enforcement 80
Disposition Distribution
Disposition Count
Routine 100
Transfer to short-term hospital 30
Home Health Care 50
Died in hospital 200
Transfer other SNF, ICF, etc. 90
Payer Distribution
Payer Count
Medicare 60
Medicaid 70
Private insurance 70
Self-pay 70
Other payer 80
Unknown payer 70
No charge 60
Race Distribution
Race Count
White 70
Black 60
Hispanic 70
Asian or Pacific Islander 70
Native American 70
Other 70
Race missing, unknown 70
State variation
S1 S2
Count 270 230
Sex : Male 48.1% 52.2%
Sex : Female 51.9% 47.8%
Source : Routine, birth, etc 14.8% 13.0%
Source : Another hospital 14.8% 13.0%
Source : Another health facility including LTC 18.5% 17.4%
Source : Emergency department 18.5% 13.0%
Source : Unknown 14.8% 13.0%
Source : Court/Law enforcement 11.1% 17.4%
Disposition : Routine 18.5% 17.4%
Disposition : Home Health Care 7.4% 8.7%
Disposition : Died in hospital 37.0% 39.1%
Disposition : Transfer other SNF, ICF, etc. 18.5% 17.4%
Payer : Medicare 11.1% 13.0%
Payer : Medicaid 11.1% 13.0%
Payer : Private insurance 11.1% 17.4%
Payer : Self-pay 11.1% 13.0%
Payer : Other payer 18.5% 13.0%
Payer : Unknown payer 14.8% 13.0%
Payer : No charge 11.1% 8.7%
Race : White 11.1% 13.0%
Race : Black 7.4% 13.0%
Race : Hispanic 14.8% 13.0%
Race : Asian or Pacific Islander 18.5% 8.7%
Race : Native American 11.1% 17.4%
Race : Other 14.8% 13.0%
Race : Race missing, unknown 14.8% 13.0%
Disposition : Transfer to short-term hospital 7.4% 0%
Yearly variation
2007
Count 100
Sex : Male 50.0%
Sex : Female 40.0%
Source : Another hospital 20.0%
Source : Another health facility including LTC 20.0%
Disposition : Routine 20.0%
Disposition : Died in hospital 30.0%
Payer : Other payer 20.0%
Age Distribution
Age Count
40 - 59 80
60 - 79 200
80 - 99 200
Mean age First quartile Median Third quartile
73.79 years 64 years 76 years 85 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 120 240 120
Sex : Male 58.3% 50.0% 41.7%
Sex : Female 33.3% 50.0% 58.3%
Source : Routine, birth, etc 0% 16.7% 0%
Source : Another hospital 16.7% 12.5% 16.7%
Source : Another health facility including LTC 16.7% 12.5% 16.7%
Source : Emergency department 16.7% 16.7% 16.7%
Source : Unknown 16.7% 12.5% 0%
Source : Court/Law enforcement 0% 16.7% 0%
Disposition : Routine 33.3% 16.7% 0%
Disposition : Died in hospital 33.3% 37.5% 41.7%
Disposition : Transfer other SNF, ICF, etc. 0% 16.7% 25.0%
Disposition : Home Health Care 0% 12.5% 0%
Payer : Medicare 0% 12.5% 0%
Payer : Medicaid 0% 12.5% 0%
Payer : Private insurance 16.7% 12.5% 0%
Payer : Self-pay 0% 8.3% 16.7%
Payer : Other payer 0% 16.7% 16.7%
Payer : Unknown payer 0% 16.7% 0%
Payer : No charge 0% 12.5% 0%
Race : White 16.7% 12.5% 0%
Race : Black 0% 8.3% 0%
Race : Hispanic 0% 16.7% 16.7%
Race : Asian or Pacific Islander 0% 12.5% 16.7%
Race : Native American 0% 12.5% 0%
Race : Other 16.7% 12.5% 0%
Race : Race missing, unknown 0% 16.7% 0%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 510
P8872 Diagnostic ultrasound of heart 30
P3891 Arterial catheterization 20
P9960 Cardiopulmonary resuscitation, not otherwise specified 50
P9904 Transfusion of packed cells 60
P3893 Venous catheterization, not elsewhere classified 150
P3324 Closed [endoscopic] biopsy of bronchus 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 240
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 130
P9390 Non-invasive mechanical ventilation 510
P9907 Transfusion of other serum 20
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 80
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 60
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 140
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 30
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
D486 Pneumonia, organism unspecified 30 0 60
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2762 Acidosis 0 0 30
D2859 Anemia, unspecified 0 0 30
D4280 Congestive heart failure, unspecified 0 0 70
D78552 Septic shock 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 40
D3051 Tobacco use disorder 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 30
D99592 Severe sepsis 0 0 40
D51884 Acute and chronic respiratory failure 30 0 0
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 70
D5990 Urinary tract infection, site not specified 0 0 20
D51881 Acute respiratory failure 100 0 140
D0389 Unspecified septicemia 70 0 30
D5849 Acute kidney failure, unspecified 0 0 30
D42731 Atrial fibrillation 0 0 50
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8497 Accidents occurring in residential institution 60
EE8490 Accident in home 50