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)

470

Sex Count
Male 250
Female 210
In hospital
Mortality

44.68 %

Length of Stay Distribution
Mean LOS: 14.87 days FQ: 9 days Median: 14 days TQ: 18 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Venous catheterization, not elsewhere classified ( P3893 )

Mean ΔT: 2.07 days FQ: 0 days Median: 1 days TQ: 3 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 70
Another health facility including LTC 90
Emergency department 90
Unknown 70
Court/Law enforcement 60
Disposition Distribution
Disposition Count
Routine 60
Transfer to short-term hospital 20
Home Health Care 30
Died in hospital 210
Transfer other SNF, ICF, etc. 120
Payer Distribution
Payer Count
Medicare 60
Medicaid 70
Private insurance 60
Self-pay 70
Other payer 60
Unknown payer 70
No charge 70
Race Distribution
Race Count
White 70
Black 60
Hispanic 60
Asian or Pacific Islander 60
Native American 60
Other 70
Race missing, unknown 60
State variation
S1 S2
Count 230 230
Sex : Male 52.2% 56.5%
Sex : Female 47.8% 39.1%
Source : Routine, birth, etc 13.0% 13.0%
Source : Another hospital 13.0% 13.0%
Source : Another health facility including LTC 21.7% 13.0%
Source : Emergency department 17.4% 17.4%
Source : Unknown 17.4% 13.0%
Source : Court/Law enforcement 8.7% 13.0%
Disposition : Routine 13.0% 8.7%
Disposition : Home Health Care 0% 8.7%
Disposition : Died in hospital 39.1% 47.8%
Disposition : Transfer other SNF, ICF, etc. 26.1% 26.1%
Payer : Medicare 13.0% 13.0%
Payer : Medicaid 8.7% 17.4%
Payer : Private insurance 13.0% 13.0%
Payer : Self-pay 17.4% 8.7%
Payer : Other payer 13.0% 8.7%
Payer : No charge 13.0% 13.0%
Payer : Unknown payer 13.0% 13.0%
Race : White 13.0% 13.0%
Race : Black 13.0% 13.0%
Race : Hispanic 13.0% 8.7%
Race : Asian or Pacific Islander 13.0% 13.0%
Race : Native American 13.0% 13.0%
Race : Other 17.4% 13.0%
Race : Race missing, unknown 13.0% 13.0%
Yearly variation
2006
Count 120
Sex : Male 50.0%
Sex : Female 41.7%
Source : Another hospital 16.7%
Source : Another health facility including LTC 16.7%
Disposition : Died in hospital 41.7%
Disposition : Transfer other SNF, ICF, etc. 25.0%
Payer : Medicaid 16.7%
Race : Native American 16.7%
Race : Other 16.7%
Age Distribution
Age Count
80 - 99 180
40 - 59 70
60 - 79 180
Mean age First quartile Median Third quartile
73.0 years 63 years 76 years 85 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 110 220 110
Sex : Male 63.6% 50.0% 45.5%
Sex : Female 36.4% 45.5% 45.5%
Source : Another health facility including LTC 18.2% 13.6% 18.2%
Disposition : Died in hospital 36.4% 45.5% 45.5%
Disposition : Transfer other SNF, ICF, etc. 0% 27.3% 27.3%
Disposition : Routine 27.3% 0% 0%
Payer : No charge 18.2% 13.6% 0%
Race : Native American 18.2% 13.6% 0%
Race : Other 18.2% 13.6% 0%
Source : Routine, birth, etc 0% 13.6% 0%
Source : Another hospital 0% 13.6% 0%
Source : Emergency department 0% 22.7% 0%
Source : Unknown 0% 13.6% 0%
Source : Court/Law enforcement 0% 13.6% 0%
Payer : Medicare 0% 13.6% 0%
Payer : Medicaid 0% 13.6% 0%
Payer : Private insurance 0% 9.1% 0%
Payer : Self-pay 0% 13.6% 0%
Payer : Other payer 0% 13.6% 0%
Payer : Unknown payer 0% 13.6% 0%
Race : White 0% 13.6% 0%
Race : Black 0% 13.6% 0%
Race : Hispanic 0% 13.6% 0%
Race : Asian or Pacific Islander 0% 13.6% 0%
Race : Race missing, unknown 0% 13.6% 0%
Procedure Distribution
Procedure Code Description Count
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9604 Insertion of endotracheal tube 470
P9904 Transfusion of packed cells 90
P966 Enteral infusion of concentrated nutritional substances 20
P3891 Arterial catheterization 30
P3324 Closed [endoscopic] biopsy of bronchus 60
P3893 Venous catheterization, not elsewhere classified 470
P3404 Insertion of intercostal catheter for drainage 20
P9390 Non-invasive mechanical ventilation 50
P8872 Diagnostic ultrasound of heart 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 410
P9960 Cardiopulmonary resuscitation, not otherwise specified 30
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 470
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
D3051 Tobacco use disorder 0 0 30
D4280 Congestive heart failure, unspecified 0 0 50
D5849 Acute kidney failure, unspecified 0 0 30
D2859 Anemia, unspecified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D99592 Severe sepsis 0 0 30
D51881 Acute respiratory failure 240 0 150
D51884 Acute and chronic respiratory failure 20 0 0
D42731 Atrial fibrillation 0 0 40
D486 Pneumonia, organism unspecified 50 0 50
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 30
D2762 Acidosis 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 40 0 30
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 20
D4019 Unspecified essential hypertension 0 0 70
D5990 Urinary tract infection, site not specified 0 0 20
D27651 Dehydration 0 0 20
D27801 Morbid obesity 0 0 20
D0389 Unspecified septicemia 0 0 30
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8490 Accident in home 20
EE8497 Accidents occurring in residential institution 50
EE8499 Accidents occurring in unspecified place 20