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)

310

Sex Count
Male 170
Female 140
In hospital
Mortality

38.71 %

Length of Stay Distribution
Mean LOS: 9.79 days FQ: 4 days Median: 8 days TQ: 13 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Continuous invasive mechanical ventilation for less than 96 consecutive hours ( P9671 ) followed by Closed [endoscopic] biopsy of bronchus ( P3324 )

Mean ΔT: 1.39 days FQ: 0 days Median: 0 days TQ: 2 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 40
Another health facility including LTC 50
Emergency department 50
Unknown 50
Court/Law enforcement 50
Disposition Distribution
Disposition Count
Routine 60
Transfer to short-term hospital 20
Home Health Care 40
Died in hospital 120
Transfer other SNF, ICF, etc. 60
Payer Distribution
Payer Count
Medicare 40
Medicaid 40
Private insurance 30
Self-pay 50
Other payer 50
Unknown payer 30
No charge 40
Race Distribution
Race Count
White 40
Black 20
Hispanic 50
Asian or Pacific Islander 40
Native American 40
Other 50
Race missing, unknown 50
State variation
S1 S2
Count 150 160
Sex : Male 53.3% 50.0%
Sex : Female 46.7% 43.8%
Source : Routine, birth, etc 13.3% 18.8%
Source : Another hospital 0% 12.5%
Source : Another health facility including LTC 13.3% 12.5%
Source : Emergency department 20.0% 12.5%
Source : Unknown 13.3% 12.5%
Source : Court/Law enforcement 13.3% 12.5%
Disposition : Routine 13.3% 18.8%
Disposition : Died in hospital 33.3% 37.5%
Disposition : Transfer other SNF, ICF, etc. 20.0% 12.5%
Payer : Medicare 0% 12.5%
Payer : Self-pay 20.0% 12.5%
Payer : Other payer 13.3% 12.5%
Payer : Unknown payer 0% 12.5%
Payer : No charge 0% 12.5%
Race : Hispanic 13.3% 12.5%
Race : Native American 13.3% 12.5%
Race : Other 13.3% 12.5%
Race : Race missing, unknown 13.3% 12.5%
Disposition : Home Health Care 13.3% 0%
Payer : Medicaid 20.0% 0%
Race : White 13.3% 0%
Race : Asian or Pacific Islander 13.3% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 100
40 - 59 60
60 - 79 120
Mean age First quartile Median Third quartile
70.39 years 59 years 72 years 83 years
85 >= Age > 65
Count 140
Sex : Male 50.0%
Sex : Female 42.9%
Source : Routine, birth, etc 14.3%
Source : Emergency department 14.3%
Source : Unknown 14.3%
Source : Court/Law enforcement 14.3%
Disposition : Routine 14.3%
Disposition : Home Health Care 14.3%
Disposition : Died in hospital 35.7%
Disposition : Transfer other SNF, ICF, etc. 14.3%
Payer : Medicare 14.3%
Payer : Self-pay 14.3%
Payer : Other payer 14.3%
Race : Hispanic 14.3%
Race : Asian or Pacific Islander 14.3%
Race : Other 14.3%
Race : Race missing, unknown 14.3%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 230
P3891 Arterial catheterization 20
P9904 Transfusion of packed cells 40
P3324 Closed [endoscopic] biopsy of bronchus 310
P3893 Venous catheterization, not elsewhere classified 110
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 310
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 120
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 40
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 0 0 40
D2762 Acidosis 0 0 20
D2859 Anemia, unspecified 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 30
D4280 Congestive heart failure, unspecified 0 0 20
D5180 Pulmonary collapse 0 0 20
D3051 Tobacco use disorder 0 0 20
D4019 Unspecified essential hypertension 0 0 40
D51881 Acute respiratory failure 60 0 90
D0389 Unspecified septicemia 30 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 20
EE8497 Accidents occurring in residential institution 40