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)

370

Sex Count
Male 190
Female 170
In hospital
Mortality

35.14 %

Length of Stay Distribution
Mean LOS: 6.7 days FQ: 3 days Median: 5 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Routine admission ( N1_r ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 1.31 days FQ: 0 days Median: 0 days TQ: 1 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 370
Disposition Distribution
Disposition Count
Routine 90
Transfer to short-term hospital 30
Home Health Care 40
Died in hospital 130
Transfer other SNF, ICF, etc. 50
Payer Distribution
Payer Count
Medicare 50
Medicaid 40
Private insurance 40
Self-pay 40
Other payer 50
Unknown payer 60
No charge 50
Race Distribution
Race Count
White 50
Black 40
Hispanic 50
Asian or Pacific Islander 50
Native American 40
Other 50
Race missing, unknown 50
State variation
S1 S2
Count 180 180
Sex : Male 44.4% 55.6%
Sex : Female 50.0% 44.4%
Source : Routine, birth, etc 100.0% 100.0%
Disposition : Routine 27.8% 22.2%
Disposition : Transfer to short-term hospital 0% 11.1%
Disposition : Home Health Care 11.1% 11.1%
Disposition : Died in hospital 33.3% 38.9%
Disposition : Transfer other SNF, ICF, etc. 11.1% 11.1%
Payer : Medicare 11.1% 11.1%
Payer : Private insurance 0% 16.7%
Payer : Self-pay 11.1% 11.1%
Payer : Other payer 11.1% 16.7%
Payer : Unknown payer 16.7% 16.7%
Payer : No charge 16.7% 11.1%
Race : White 11.1% 16.7%
Race : Black 0% 11.1%
Race : Hispanic 11.1% 16.7%
Race : Asian or Pacific Islander 16.7% 11.1%
Race : Native American 0% 11.1%
Race : Other 11.1% 11.1%
Race : Race missing, unknown 16.7% 11.1%
Payer : Medicaid 11.1% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 150
40 - 59 40
60 - 79 150
Mean age First quartile Median Third quartile
73.92 years 66 years 76 years 86 years
85 >= Age > 65
Count 180
Sex : Male 50.0%
Sex : Female 50.0%
Source : Routine, birth, etc 100.0%
Disposition : Routine 22.2%
Disposition : Home Health Care 11.1%
Disposition : Died in hospital 38.9%
Disposition : Transfer other SNF, ICF, etc. 11.1%
Payer : Medicare 16.7%
Payer : Medicaid 11.1%
Payer : Private insurance 16.7%
Payer : Other payer 11.1%
Payer : Unknown payer 16.7%
Payer : No charge 11.1%
Race : White 11.1%
Race : Black 11.1%
Race : Hispanic 11.1%
Race : Asian or Pacific Islander 11.1%
Race : Other 16.7%
Race : Race missing, unknown 16.7%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 370
P9904 Transfusion of packed cells 30
P3324 Closed [endoscopic] biopsy of bronchus 20
P3893 Venous catheterization, not elsewhere classified 100
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 350
P9390 Non-invasive mechanical ventilation 30
P9960 Cardiopulmonary resuscitation, not otherwise specified 30
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 370
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 20 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2762 Acidosis 0 0 20
D2859 Anemia, unspecified 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 20 0 30
D4280 Congestive heart failure, unspecified 0 0 50
D3051 Tobacco use disorder 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D4019 Unspecified essential hypertension 0 0 60
D51881 Acute respiratory failure 220 0 160
D5849 Acute kidney failure, unspecified 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 30
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 20