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)

450

Sex Count
Male 240
Female 210
In hospital
Mortality

33.33 %

Length of Stay Distribution
Mean LOS: 11.76 days FQ: 4 days Median: 9 days TQ: 15 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Diagnostic ultrasound of heart ( P8872 )

Mean ΔT: 2.13 days FQ: 0 days Median: 1 days TQ: 2 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 80
Another hospital 80
Another health facility including LTC 60
Emergency department 70
Unknown 70
Court/Law enforcement 60
Disposition Distribution
Disposition Count
Routine 100
Transfer to short-term hospital 30
Home Health Care 50
Died in hospital 150
Transfer other SNF, ICF, etc. 100
Payer Distribution
Payer Count
Medicare 70
Medicaid 60
Private insurance 50
Self-pay 60
Other payer 50
Unknown payer 60
No charge 70
Race Distribution
Race Count
White 50
Black 50
Hispanic 70
Asian or Pacific Islander 60
Native American 50
Other 70
Race missing, unknown 60
State variation
S1 S2
Count 220 220
Sex : Male 45.5% 59.1%
Sex : Female 50.0% 40.9%
Source : Routine, birth, etc 18.2% 18.2%
Source : Another hospital 18.2% 18.2%
Source : Another health facility including LTC 13.6% 13.6%
Source : Emergency department 13.6% 13.6%
Source : Unknown 13.6% 13.6%
Source : Court/Law enforcement 13.6% 13.6%
Disposition : Routine 18.2% 22.7%
Disposition : Home Health Care 9.1% 9.1%
Disposition : Died in hospital 31.8% 31.8%
Disposition : Transfer other SNF, ICF, etc. 22.7% 18.2%
Payer : Medicare 13.6% 13.6%
Payer : Medicaid 13.6% 13.6%
Payer : Private insurance 9.1% 9.1%
Payer : Self-pay 13.6% 13.6%
Payer : Other payer 9.1% 13.6%
Payer : Unknown payer 9.1% 13.6%
Payer : No charge 18.2% 13.6%
Race : White 13.6% 9.1%
Race : Black 9.1% 13.6%
Race : Hispanic 13.6% 18.2%
Race : Asian or Pacific Islander 13.6% 13.6%
Race : Native American 9.1% 9.1%
Race : Other 13.6% 13.6%
Race : Race missing, unknown 13.6% 13.6%
Disposition : Transfer to short-term hospital 9.1% 0%
Yearly variation
Count
Age Distribution
Age Count
20 - 39 20
40 - 59 60
60 - 79 200
80 - 99 160
Mean age First quartile Median Third quartile
72.5 years 63 years 75 years 84 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 100 210 100
Sex : Male 70.0% 42.9% 40.0%
Sex : Female 20.0% 52.4% 60.0%
Source : Routine, birth, etc 0% 14.3% 20.0%
Disposition : Died in hospital 30.0% 33.3% 30.0%
Disposition : Transfer other SNF, ICF, etc. 0% 19.0% 40.0%
Payer : Self-pay 0% 9.5% 20.0%
Source : Another hospital 20.0% 14.3% 0%
Disposition : Routine 20.0% 23.8% 0%
Source : Court/Law enforcement 0% 14.3% 0%
Source : Another health facility including LTC 0% 9.5% 0%
Source : Emergency department 0% 19.0% 0%
Source : Unknown 0% 14.3% 0%
Disposition : Home Health Care 0% 9.5% 0%
Payer : Medicare 0% 14.3% 0%
Payer : Medicaid 0% 9.5% 0%
Payer : Private insurance 0% 9.5% 0%
Payer : Other payer 0% 9.5% 0%
Payer : Unknown payer 0% 14.3% 0%
Payer : No charge 0% 14.3% 0%
Race : White 0% 9.5% 0%
Race : Black 0% 9.5% 0%
Race : Hispanic 0% 14.3% 0%
Race : Asian or Pacific Islander 0% 9.5% 0%
Race : Native American 0% 14.3% 0%
Race : Other 0% 14.3% 0%
Race : Race missing, unknown 0% 9.5% 0%
Procedure Distribution
Procedure Code Description Count
P8703 Computerized axial tomography of head 30
P9604 Insertion of endotracheal tube 450
P8872 Diagnostic ultrasound of heart 450
P9960 Cardiopulmonary resuscitation, not otherwise specified 20
P9904 Transfusion of packed cells 50
P3893 Venous catheterization, not elsewhere classified 120
P3324 Closed [endoscopic] biopsy of bronchus 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 200
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 130
P9390 Non-invasive mechanical ventilation 20
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 60
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 30
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 80
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 40
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D486 Pneumonia, organism unspecified 0 0 40
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2762 Acidosis 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D4280 Congestive heart failure, unspecified 0 0 70
D3051 Tobacco use disorder 0 0 30
D2768 Hypopotassemia 0 0 20
D99592 Severe sepsis 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 30
D4019 Unspecified essential hypertension 0 0 60
D51881 Acute respiratory failure 100 0 120
D0389 Unspecified septicemia 50 0 20
D5849 Acute kidney failure, unspecified 0 0 40
D42731 Atrial fibrillation 0 0 40
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 50
EE8490 Accident in home 40