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)

590

Sex Count
Male 300
Female 280
In hospital
Mortality

37.29 %

Length of Stay Distribution
Mean LOS: 11.3 days FQ: 4 days Median: 9 days TQ: 15 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: 1.83 days FQ: 0 days Median: 0 days TQ: 2 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 110
Another hospital 90
Another health facility including LTC 110
Emergency department 100
Unknown 90
Court/Law enforcement 80
Disposition Distribution
Disposition Count
Routine 100
Transfer to short-term hospital 40
Home Health Care 50
Died in hospital 220
Transfer other SNF, ICF, etc. 150
Payer Distribution
Payer Count
Medicare 70
Medicaid 100
Private insurance 70
Self-pay 80
Other payer 70
Unknown payer 90
No charge 80
Race Distribution
Race Count
White 80
Black 80
Hispanic 70
Asian or Pacific Islander 90
Native American 70
Other 90
Race missing, unknown 80
State variation
S1 S2
Count 280 300
Sex : Male 50.0% 53.3%
Sex : Female 50.0% 46.7%
Source : Routine, birth, etc 14.3% 20.0%
Source : Another hospital 14.3% 13.3%
Source : Another health facility including LTC 21.4% 16.7%
Source : Emergency department 14.3% 16.7%
Source : Unknown 14.3% 13.3%
Source : Court/Law enforcement 10.7% 16.7%
Disposition : Routine 17.9% 13.3%
Disposition : Transfer to short-term hospital 0% 6.7%
Disposition : Home Health Care 7.1% 10.0%
Disposition : Died in hospital 35.7% 40.0%
Disposition : Transfer other SNF, ICF, etc. 25.0% 26.7%
Payer : Medicare 14.3% 10.0%
Payer : Medicaid 14.3% 16.7%
Payer : Private insurance 10.7% 13.3%
Payer : Self-pay 14.3% 10.0%
Payer : Other payer 10.7% 10.0%
Payer : Unknown payer 14.3% 13.3%
Payer : No charge 10.7% 16.7%
Race : White 10.7% 13.3%
Race : Black 10.7% 16.7%
Race : Hispanic 10.7% 10.0%
Race : Asian or Pacific Islander 10.7% 16.7%
Race : Native American 14.3% 10.0%
Race : Other 14.3% 13.3%
Race : Race missing, unknown 14.3% 13.3%
Yearly variation
2006 2007
Count 170 120
Sex : Male 52.9% 41.7%
Sex : Female 47.1% 50.0%
Source : Routine, birth, etc 17.6% 16.7%
Source : Another hospital 17.6% 0%
Source : Another health facility including LTC 17.6% 16.7%
Source : Emergency department 17.6% 0%
Source : Unknown 11.8% 0%
Disposition : Routine 11.8% 0%
Disposition : Died in hospital 35.3% 41.7%
Disposition : Transfer other SNF, ICF, etc. 29.4% 16.7%
Payer : Medicaid 17.6% 0%
Payer : Private insurance 17.6% 0%
Payer : Other payer 11.8% 0%
Payer : Unknown payer 11.8% 0%
Payer : No charge 11.8% 16.7%
Race : White 11.8% 0%
Race : Black 11.8% 0%
Race : Hispanic 11.8% 0%
Race : Asian or Pacific Islander 11.8% 0%
Race : Native American 11.8% 0%
Race : Other 17.6% 0%
Payer : Self-pay 0% 16.7%
Race : Race missing, unknown 0% 16.7%
Age Distribution
Age Count
80 - 99 230
40 - 59 90
60 - 79 230
20 - 39 20
Mean age First quartile Median Third quartile
72.82 years 63 years 75 years 84 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 130 280 130
Sex : Male 61.5% 46.4% 53.8%
Sex : Female 38.5% 53.6% 46.2%
Source : Routine, birth, etc 15.4% 17.9% 23.1%
Source : Another hospital 0% 14.3% 15.4%
Source : Another health facility including LTC 15.4% 17.9% 15.4%
Source : Emergency department 15.4% 17.9% 0%
Source : Unknown 0% 14.3% 0%
Source : Court/Law enforcement 0% 10.7% 15.4%
Disposition : Routine 30.8% 10.7% 0%
Disposition : Transfer to short-term hospital 0% 7.1% 0%
Disposition : Home Health Care 0% 7.1% 0%
Disposition : Died in hospital 30.8% 35.7% 46.2%
Disposition : Transfer other SNF, ICF, etc. 15.4% 28.6% 30.8%
Payer : Medicare 0% 10.7% 0%
Payer : Medicaid 15.4% 17.9% 15.4%
Payer : Private insurance 0% 10.7% 0%
Payer : Self-pay 0% 10.7% 15.4%
Payer : Other payer 0% 10.7% 0%
Payer : Unknown payer 15.4% 14.3% 15.4%
Payer : No charge 0% 14.3% 0%
Race : White 0% 10.7% 15.4%
Race : Black 0% 14.3% 15.4%
Race : Hispanic 0% 14.3% 0%
Race : Asian or Pacific Islander 15.4% 14.3% 15.4%
Race : Native American 15.4% 10.7% 0%
Race : Other 0% 17.9% 15.4%
Race : Race missing, unknown 0% 14.3% 15.4%
Procedure Distribution
Procedure Code Description Count
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9604 Insertion of endotracheal tube 590
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9904 Transfusion of packed cells 80
P8872 Diagnostic ultrasound of heart 30
P3891 Arterial catheterization 50
P3324 Closed [endoscopic] biopsy of bronchus 40
P3893 Venous catheterization, not elsewhere classified 590
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 270
P311 Temporary tracheostomy 20
P9960 Cardiopulmonary resuscitation, not otherwise specified 50
P9390 Non-invasive mechanical ventilation 50
P9907 Transfusion of other serum 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 250
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 280
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 240
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 30
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 40
D42789 Other specified cardiac dysrhythmias 0 0 20
D78552 Septic shock 0 0 20
D3051 Tobacco use disorder 0 0 40
D4280 Congestive heart failure, unspecified 0 0 80
D5849 Acute kidney failure, unspecified 0 0 40
D41071 Subendocardial infarction, initial episode of care 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D99592 Severe sepsis 0 0 20
D4589 Hypotension, unspecified 0 0 20
D51881 Acute respiratory failure 590 0 220
D42731 Atrial fibrillation 0 0 60
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 0 0 50
D2762 Acidosis 0 0 40
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 30
D2768 Hypopotassemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 30
D4019 Unspecified essential hypertension 0 0 100
D5990 Urinary tract infection, site not specified 0 0 30
D3481 Anoxic brain damage 0 0 20
D2859 Anemia, unspecified 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 40
D27801 Morbid obesity 0 0 20
D0389 Unspecified septicemia 0 0 20
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8490 Accident in home 30
EE8497 Accidents occurring in residential institution 60
EE8499 Accidents occurring in unspecified place 20