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)

540

Sex Count
Male 270
Female 260
In hospital
Mortality

27.78 %

Length of Stay Distribution
Mean LOS: 11.34 days FQ: 5 days Median: 10 days TQ: 15 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

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

Mean ΔT: 2.41 days FQ: 0 days Median: 0 days TQ: 3 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 80
Another hospital 100
Another health facility including LTC 90
Emergency department 90
Unknown 70
Court/Law enforcement 80
Disposition Distribution
Disposition Count
Routine 140
Transfer to short-term hospital 20
Home Health Care 60
Died in hospital 150
Transfer other SNF, ICF, etc. 140
Payer Distribution
Payer Count
Medicare 80
Medicaid 70
Private insurance 70
Self-pay 70
Other payer 70
Unknown payer 80
No charge 70
Race Distribution
Race Count
White 60
Black 60
Hispanic 70
Asian or Pacific Islander 60
Native American 90
Other 90
Race missing, unknown 80
State variation
S1 S2
Count 280 250
Sex : Male 50.0% 52.0%
Sex : Female 50.0% 48.0%
Source : Routine, birth, etc 10.7% 16.0%
Source : Another hospital 21.4% 16.0%
Source : Another health facility including LTC 14.3% 20.0%
Source : Emergency department 17.9% 16.0%
Source : Unknown 14.3% 12.0%
Source : Court/Law enforcement 14.3% 16.0%
Disposition : Routine 25.0% 28.0%
Disposition : Died in hospital 25.0% 28.0%
Disposition : Transfer other SNF, ICF, etc. 28.6% 24.0%
Disposition : Home Health Care 10.7% 12.0%
Payer : Medicare 10.7% 16.0%
Payer : Medicaid 14.3% 12.0%
Payer : Private insurance 10.7% 16.0%
Payer : Self-pay 14.3% 12.0%
Payer : Other payer 14.3% 12.0%
Payer : Unknown payer 14.3% 12.0%
Payer : No charge 10.7% 12.0%
Race : White 10.7% 8.0%
Race : Black 7.1% 16.0%
Race : Hispanic 10.7% 12.0%
Race : Asian or Pacific Islander 14.3% 8.0%
Race : Native American 14.3% 20.0%
Race : Other 17.9% 12.0%
Race : Race missing, unknown 14.3% 16.0%
Yearly variation
2006 2007
Count 110 110
Sex : Male 45.5% 54.5%
Sex : Female 54.5% 36.4%
Source : Another hospital 18.2% 18.2%
Disposition : Routine 18.2% 27.3%
Disposition : Died in hospital 27.3% 27.3%
Disposition : Transfer other SNF, ICF, etc. 27.3% 27.3%
Source : Another health facility including LTC 0% 18.2%
Payer : Self-pay 0% 18.2%
Race : Other 0% 18.2%
Age Distribution
Age Count
20 - 39 20
40 - 59 80
60 - 79 210
80 - 99 210
Mean age First quartile Median Third quartile
72.91 years 63 years 75 years 85 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 120 250 130
Sex : Male 58.3% 48.0% 38.5%
Sex : Female 41.7% 52.0% 53.8%
Source : Routine, birth, etc 0% 16.0% 0%
Source : Another hospital 16.7% 16.0% 15.4%
Source : Another health facility including LTC 16.7% 16.0% 15.4%
Source : Emergency department 16.7% 16.0% 15.4%
Source : Unknown 0% 12.0% 0%
Source : Court/Law enforcement 0% 16.0% 15.4%
Disposition : Routine 33.3% 20.0% 0%
Disposition : Home Health Care 0% 12.0% 0%
Disposition : Died in hospital 16.7% 24.0% 38.5%
Disposition : Transfer other SNF, ICF, etc. 16.7% 28.0% 23.1%
Payer : Medicare 0% 16.0% 0%
Payer : Medicaid 0% 16.0% 0%
Payer : Private insurance 16.7% 12.0% 0%
Payer : Self-pay 0% 8.0% 23.1%
Payer : Other payer 0% 12.0% 15.4%
Payer : Unknown payer 16.7% 12.0% 0%
Payer : No charge 0% 16.0% 0%
Race : White 0% 8.0% 0%
Race : Black 0% 8.0% 0%
Race : Hispanic 0% 12.0% 0%
Race : Asian or Pacific Islander 0% 12.0% 0%
Race : Native American 0% 16.0% 0%
Race : Other 16.7% 16.0% 15.4%
Race : Race missing, unknown 0% 16.0% 15.4%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 540
P966 Enteral infusion of concentrated nutritional substances 20
P8872 Diagnostic ultrasound of heart 20
P3891 Arterial catheterization 20
P9960 Cardiopulmonary resuscitation, not otherwise specified 30
P9904 Transfusion of packed cells 50
P3893 Venous catheterization, not elsewhere classified 160
P9396 Other oxygen enrichment 20
P3324 Closed [endoscopic] biopsy of bronchus 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 280
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 140
P9390 Non-invasive mechanical ventilation 540
P9604_2 Insertion of endotracheal tube 2nd 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 50
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 170
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 40
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D78552 Septic shock 0 0 20
D3051 Tobacco use disorder 0 0 30
D4280 Congestive heart failure, unspecified 0 0 70
D5849 Acute kidney failure, unspecified 0 0 30
D2859 Anemia, unspecified 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 40
D99592 Severe sepsis 0 0 30
D51881 Acute respiratory failure 140 0 160
D51884 Acute and chronic respiratory failure 40 0 0
D42731 Atrial fibrillation 0 0 40
D486 Pneumonia, organism unspecified 20 0 60
D2762 Acidosis 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 40
D4019 Unspecified essential hypertension 0 0 80
D5990 Urinary tract infection, site not specified 0 0 30
D0389 Unspecified septicemia 70 0 30
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 30
EE8497 Accidents occurring in residential institution 60
EE8490 Accident in home 50
EE8499 Accidents occurring in unspecified place 20