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)

350

Sex Count
Male 200
Female 150
In hospital
Mortality

62.86 %

Length of Stay Distribution
Mean LOS: 15.46 days FQ: 5 days Median: 11 days TQ: 18 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Venous catheterization for renal dialysis ( P3895 )

Mean ΔT: 3.22 days FQ: 0 days Median: 1 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 60
Another hospital 70
Another health facility including LTC 60
Emergency department 50
Unknown 60
Court/Law enforcement 40
Disposition Distribution
Disposition Count
Routine 30
Died in hospital 220
Transfer other SNF, ICF, etc. 60
Payer Distribution
Payer Count
Medicare 40
Medicaid 50
Private insurance 40
Self-pay 40
Other payer 50
Unknown payer 50
No charge 60
Race Distribution
Race Count
White 50
Black 40
Hispanic 50
Asian or Pacific Islander 60
Native American 40
Other 40
Race missing, unknown 40
State variation
S1 S2
Count 180 170
Sex : Male 61.1% 52.9%
Sex : Female 38.9% 41.2%
Source : Routine, birth, etc 16.7% 11.8%
Source : Another hospital 16.7% 23.5%
Source : Another health facility including LTC 16.7% 11.8%
Source : Emergency department 11.1% 17.6%
Source : Unknown 16.7% 11.8%
Source : Court/Law enforcement 11.1% 11.8%
Disposition : Died in hospital 61.1% 64.7%
Disposition : Transfer other SNF, ICF, etc. 16.7% 11.8%
Payer : Medicare 11.1% 11.8%
Payer : Medicaid 11.1% 11.8%
Payer : Private insurance 11.1% 11.8%
Payer : Self-pay 11.1% 11.8%
Payer : Unknown payer 16.7% 11.8%
Payer : No charge 11.1% 17.6%
Race : White 11.1% 11.8%
Race : Hispanic 11.1% 11.8%
Race : Asian or Pacific Islander 11.1% 17.6%
Race : Native American 0% 11.8%
Payer : Other payer 16.7% 0%
Race : Black 11.1% 0%
Race : Other 16.7% 0%
Race : Race missing, unknown 11.1% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 110
40 - 59 70
60 - 79 140
Mean age First quartile Median Third quartile
69.5 years 59 years 70 years 83 years
65 >= Age > 45 85 >= Age > 65
Count 110 140
Sex : Male 63.6% 50.0%
Sex : Female 36.4% 42.9%
Source : Another hospital 27.3% 14.3%
Source : Unknown 18.2% 0%
Disposition : Died in hospital 54.5% 64.3%
Disposition : Transfer other SNF, ICF, etc. 18.2% 0%
Payer : Unknown payer 18.2% 0%
Payer : No charge 18.2% 14.3%
Race : Native American 18.2% 0%
Source : Routine, birth, etc 0% 14.3%
Source : Another health facility including LTC 0% 14.3%
Source : Emergency department 0% 14.3%
Payer : Self-pay 0% 14.3%
Race : Hispanic 0% 14.3%
Race : Asian or Pacific Islander 0% 14.3%
Race : Race missing, unknown 0% 14.3%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 350
P9904 Transfusion of packed cells 70
P3895 Venous catheterization for renal dialysis 350
P3891 Arterial catheterization 30
P3324 Closed [endoscopic] biopsy of bronchus 20
P3893 Venous catheterization, not elsewhere classified 90
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 120
P9960 Cardiopulmonary resuscitation, not otherwise specified 40
P3995 Hemodialysis 180
P9907 Transfusion of other serum 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 100
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 20
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 50
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 30
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 50
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D2762 Acidosis 0 0 30
D2859 Anemia, unspecified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 40
D78552 Septic shock 0 0 30
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 30
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 20
D99592 Severe sepsis 0 0 40
D4019 Unspecified essential hypertension 0 0 20
D51881 Acute respiratory failure 40 0 80
D0389 Unspecified septicemia 70 0 30
D5849 Acute kidney failure, unspecified 0 0 60
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 50
EE8490 Accident in home 20