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)

400

Sex Count
Male 230
Female 170
In hospital
Mortality

22.5 %

Length of Stay Distribution
Mean LOS: 16.63 days FQ: 8 days Median: 13 days TQ: 21 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Transfusion of packed cells ( P9904 ) followed by Closed [endoscopic] biopsy of bronchus ( P3324 )

Mean ΔT: 4.45 days FQ: 1 days Median: 2 days TQ: 6 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 50
Another health facility including LTC 70
Emergency department 50
Court/Law enforcement 80
Unknown 60
Disposition Distribution
Disposition Count
Routine 140
Home Health Care 50
Died in hospital 90
Transfer other SNF, ICF, etc. 80
Payer Distribution
Payer Count
Medicare 60
Medicaid 50
Private insurance 50
Self-pay 60
Other payer 60
Unknown payer 50
No charge 50
Race Distribution
Race Count
White 50
Black 60
Hispanic 50
Asian or Pacific Islander 50
Native American 40
Other 50
Race missing, unknown 70
State variation
S1 S2
Count 200 200
Sex : Male 55.0% 55.0%
Sex : Female 40.0% 40.0%
Source : Routine, birth, etc 20.0% 15.0%
Source : Another hospital 10.0% 15.0%
Source : Another health facility including LTC 15.0% 20.0%
Source : Emergency department 10.0% 10.0%
Source : Court/Law enforcement 20.0% 15.0%
Source : Unknown 15.0% 15.0%
Disposition : Routine 35.0% 30.0%
Disposition : Home Health Care 10.0% 15.0%
Disposition : Died in hospital 20.0% 25.0%
Disposition : Transfer other SNF, ICF, etc. 20.0% 20.0%
Payer : Medicare 15.0% 15.0%
Payer : Medicaid 10.0% 10.0%
Payer : Private insurance 0% 15.0%
Payer : Self-pay 10.0% 15.0%
Payer : Other payer 10.0% 15.0%
Payer : Unknown payer 15.0% 10.0%
Payer : No charge 15.0% 10.0%
Race : White 15.0% 10.0%
Race : Black 15.0% 10.0%
Race : Hispanic 15.0% 10.0%
Race : Asian or Pacific Islander 10.0% 15.0%
Race : Native American 10.0% 10.0%
Race : Other 10.0% 15.0%
Race : Race missing, unknown 15.0% 15.0%
Yearly variation
Count
Age Distribution
Age Count
20 - 39 20
40 - 59 60
60 - 79 170
80 - 99 140
Mean age First quartile Median Third quartile
71.55 years 62 years 74 years 84 years
85 >= Age > 65
Count 190
Sex : Male 57.9%
Sex : Female 36.8%
Source : Another hospital 10.5%
Source : Another health facility including LTC 15.8%
Source : Emergency department 10.5%
Source : Unknown 10.5%
Source : Court/Law enforcement 21.1%
Source : Routine, birth, etc 15.8%
Disposition : Routine 36.8%
Disposition : Home Health Care 15.8%
Disposition : Died in hospital 26.3%
Disposition : Transfer other SNF, ICF, etc. 15.8%
Payer : Medicare 15.8%
Payer : Medicaid 10.5%
Payer : Private insurance 10.5%
Payer : Self-pay 10.5%
Payer : Other payer 10.5%
Payer : Unknown payer 10.5%
Payer : No charge 10.5%
Race : White 10.5%
Race : Black 15.8%
Race : Hispanic 10.5%
Race : Asian or Pacific Islander 10.5%
Race : Native American 10.5%
Race : Other 15.8%
Race : Race missing, unknown 15.8%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 80
P9904 Transfusion of packed cells 400
P9905 Transfusion of platelets 20
P3327 Closed endoscopic biopsy of lung 20
P3491 Thoracentesis 20
P3893 Venous catheterization, not elsewhere classified 80
P3324 Closed [endoscopic] biopsy of bronchus 400
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 40
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 60
P9907 Transfusion of other serum 30
DRG Distribution
DRG Code Description Count
DG76 DRG V24 : OTHER RESP SYSTEM O.R. PROCEDURES W CC 20
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 30
DG89 DRG V24 : SIMPLE PNEUMONIA & PLEURISY AGE >17 W CC 20
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 20
DG79 DRG V24 : RESPIRATORY INFECTIONS & INFLAMMATIONS AGE >17 W CC 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5119 Unspecified pleural effusion 0 0 20
D486 Pneumonia, organism unspecified 40 0 50
D5849 Acute kidney failure, unspecified 0 0 30
D2859 Anemia, unspecified 0 0 40
D4280 Congestive heart failure, unspecified 0 0 30
D2768 Hypopotassemia 0 0 20
D99592 Severe sepsis 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 40
D51881 Acute respiratory failure 20 0 50
D0389 Unspecified septicemia 30 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 70
EE8490 Accident in home 30