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)

830

Sex Count
Male 450
Female 370
In hospital
Mortality

100.0 %

Length of Stay Distribution
Mean LOS: 4.98 days FQ: 1 days Median: 3 days TQ: 6 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Died in hospital ( N1_m )

Mean ΔT: 2.65 days FQ: 0 days Median: 2 days TQ: 3 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 130
Another hospital 140
Another health facility including LTC 140
Emergency department 130
Unknown 120
Court/Law enforcement 150
Disposition Distribution
Disposition Count
Died in hospital 830
Payer Distribution
Payer Count
Medicare 140
Medicaid 100
Private insurance 100
Self-pay 100
Other payer 130
Unknown payer 110
No charge 130
Race Distribution
Race Count
Black 100
Hispanic 140
Asian or Pacific Islander 110
Other 110
Race missing, unknown 120
White 110
Native American 100
State variation
S1 S2
Count 410 410
Sex : Male 56.1% 51.2%
Sex : Female 43.9% 46.3%
Source : Routine, birth, etc 14.6% 17.1%
Source : Another hospital 17.1% 14.6%
Source : Another health facility including LTC 14.6% 19.5%
Source : Emergency department 14.6% 17.1%
Source : Unknown 14.6% 12.2%
Source : Court/Law enforcement 19.5% 14.6%
Disposition : Died in hospital 100.0% 100.0%
Payer : Medicare 19.5% 12.2%
Payer : Medicaid 9.8% 12.2%
Payer : Private insurance 12.2% 12.2%
Payer : Other payer 14.6% 17.1%
Payer : Unknown payer 12.2% 12.2%
Payer : No charge 17.1% 14.6%
Payer : Self-pay 9.8% 12.2%
Race : White 12.2% 14.6%
Race : Black 9.8% 12.2%
Race : Hispanic 17.1% 14.6%
Race : Asian or Pacific Islander 12.2% 14.6%
Race : Native American 12.2% 12.2%
Race : Other 14.6% 12.2%
Race : Race missing, unknown 17.1% 12.2%
Yearly variation
2006 2007 2008 2009
Count 210 170 140 130
Sex : Male 52.4% 41.2% 64.3% 46.2%
Sex : Female 42.9% 52.9% 35.7% 46.2%
Source : Routine, birth, etc 14.3% 17.6% 14.3% 15.4%
Source : Another hospital 14.3% 17.6% 14.3% 15.4%
Source : Another health facility including LTC 19.0% 17.6% 14.3% 15.4%
Source : Emergency department 14.3% 11.8% 0% 0%
Source : Unknown 14.3% 0% 14.3% 0%
Source : Court/Law enforcement 14.3% 17.6% 14.3% 15.4%
Disposition : Died in hospital 100.0% 100.0% 100.0% 100.0%
Payer : Medicare 9.5% 17.6% 14.3% 0%
Payer : Medicaid 9.5% 0% 14.3% 0%
Payer : Private insurance 14.3% 0% 0% 0%
Payer : Self-pay 9.5% 11.8% 0% 0%
Payer : Other payer 14.3% 17.6% 14.3% 15.4%
Payer : Unknown payer 14.3% 11.8% 14.3% 0%
Payer : No charge 14.3% 11.8% 14.3% 15.4%
Race : White 14.3% 11.8% 0% 0%
Race : Black 9.5% 11.8% 14.3% 0%
Race : Hispanic 14.3% 17.6% 14.3% 15.4%
Race : Asian or Pacific Islander 9.5% 11.8% 0% 15.4%
Race : Native American 9.5% 0% 0% 0%
Race : Other 14.3% 11.8% 14.3% 0%
Race : Race missing, unknown 14.3% 11.8% 14.3% 15.4%
Age Distribution
Age Count
80 - 99 390
40 - 59 90
60 - 79 310
Mean age First quartile Median Third quartile
76.69 years 67 years 79 years 88 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 150 360 280
Sex : Male 53.3% 55.6% 50.0%
Sex : Female 40.0% 44.4% 46.4%
Source : Routine, birth, etc 0% 19.4% 14.3%
Source : Another hospital 13.3% 19.4% 14.3%
Source : Another health facility including LTC 20.0% 16.7% 17.9%
Source : Emergency department 13.3% 13.9% 17.9%
Source : Unknown 13.3% 13.9% 10.7%
Source : Court/Law enforcement 20.0% 13.9% 21.4%
Disposition : Died in hospital 100.0% 100.0% 100.0%
Payer : Medicare 13.3% 16.7% 10.7%
Payer : Medicaid 0% 11.1% 10.7%
Payer : Private insurance 0% 13.9% 10.7%
Payer : Self-pay 20.0% 8.3% 10.7%
Payer : Other payer 13.3% 13.9% 17.9%
Payer : Unknown payer 13.3% 11.1% 14.3%
Payer : No charge 0% 16.7% 14.3%
Race : White 0% 13.9% 14.3%
Race : Black 0% 11.1% 14.3%
Race : Hispanic 20.0% 13.9% 14.3%
Race : Asian or Pacific Islander 13.3% 11.1% 14.3%
Race : Native American 0% 11.1% 10.7%
Race : Other 13.3% 13.9% 10.7%
Race : Race missing, unknown 0% 16.7% 14.3%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 830
P9904 Transfusion of packed cells 100
P9396 Other oxygen enrichment 30
P3895 Venous catheterization for renal dialysis 20
P3891 Arterial catheterization 50
P3324 Closed [endoscopic] biopsy of bronchus 40
P3893 Venous catheterization, not elsewhere classified 240
P3404 Insertion of intercostal catheter for drainage 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 770
P9960 Cardiopulmonary resuscitation, not otherwise specified 200
P9962 Other electric countershock of heart 20
P9390 Non-invasive mechanical ventilation 50
P3995 Hemodialysis 30
P9907 Transfusion of other serum 40
P3491 Thoracentesis 20
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 830
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5119 Unspecified pleural effusion 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 60
D42789 Other specified cardiac dysrhythmias 0 0 20
D496 Chronic airway obstruction, not elsewhere classified 0 0 40
D78552 Septic shock 0 0 40
D78551 Cardiogenic shock 0 0 20
D3051 Tobacco use disorder 0 0 30
D4280 Congestive heart failure, unspecified 0 0 90
D5849 Acute kidney failure, unspecified 0 0 70
D41519 Other pulmonary embolism and infarction 20 0 0
DV5861 Long-term (current) use of anticoagulants 0 0 20
D2875 Thrombocytopenia, unspecified 0 0 20
D2859 Anemia, unspecified 0 0 50
D2449 Unspecified acquired hypothyroidism 0 0 20
DV667 Encounter for palliative care 0 0 40
D2761 Hyposmolality and/or hyponatremia 0 0 30
D1629 Malignant neoplasm of bronchus and lung, unspecified 0 0 20
D99592 Severe sepsis 0 0 40
D4589 Hypotension, unspecified 0 0 40
D51881 Acute respiratory failure 420 0 310
D51884 Acute and chronic respiratory failure 20 0 0
D42731 Atrial fibrillation 0 0 80
D4254 Other primary cardiomyopathies 0 0 20
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 120 0 110
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 40
D2762 Acidosis 0 0 70
D5070 Pneumonitis due to inhalation of food or vomitus 70 0 40
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 20
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 40
DV1582 Personal history of tobacco use 0 0 50
D2724 Other and unspecified hyperlipidemia 0 0 30
D4019 Unspecified essential hypertension 0 0 130
D5990 Urinary tract infection, site not specified 0 0 20
D4275 Cardiac arrest 0 0 70
D3481 Anoxic brain damage 0 0 50
D78001 Coma 0 0 20
D27651 Dehydration 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D0389 Unspecified septicemia 0 0 60
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 40
EE8497 Accidents occurring in residential institution 40
EE8499 Accidents occurring in unspecified place 30