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)

410

Sex Count
Male 200
Female 200
In hospital
Mortality

56.1 %

Length of Stay Distribution
Mean LOS: 12.38 days FQ: 5 days Median: 10 days TQ: 16 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 8.67 days FQ: 1 days Median: 6 days TQ: 13 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 40
Another hospital 60
Another health facility including LTC 70
Emergency department 80
Unknown 70
Court/Law enforcement 70
Disposition Distribution
Disposition Count
Routine 60
Died in hospital 230
Transfer other SNF, ICF, etc. 70
Payer Distribution
Payer Count
Medicare 70
Medicaid 60
Private insurance 60
Self-pay 40
Other payer 50
Unknown payer 50
No charge 50
Race Distribution
Race Count
Black 40
Hispanic 70
Asian or Pacific Islander 70
Native American 60
Other 50
Race missing, unknown 40
White 60
State variation
S1 S2
Count 210 200
Sex : Male 42.9% 50.0%
Sex : Female 52.4% 45.0%
Source : Another hospital 14.3% 10.0%
Source : Another health facility including LTC 14.3% 20.0%
Source : Emergency department 19.0% 20.0%
Source : Unknown 14.3% 15.0%
Source : Court/Law enforcement 14.3% 15.0%
Disposition : Routine 9.5% 15.0%
Disposition : Died in hospital 57.1% 50.0%
Disposition : Transfer other SNF, ICF, etc. 14.3% 15.0%
Payer : Medicare 14.3% 15.0%
Payer : Medicaid 14.3% 15.0%
Payer : Private insurance 19.0% 10.0%
Payer : Self-pay 9.5% 10.0%
Payer : Other payer 9.5% 10.0%
Payer : Unknown payer 9.5% 15.0%
Payer : No charge 9.5% 10.0%
Race : White 9.5% 15.0%
Race : Black 0% 10.0%
Race : Hispanic 19.0% 15.0%
Race : Asian or Pacific Islander 19.0% 15.0%
Race : Other 9.5% 15.0%
Race : Race missing, unknown 9.5% 10.0%
Race : Native American 14.3% 10.0%
Source : Routine, birth, etc 9.5% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 190
40 - 59 40
60 - 79 150
Mean age First quartile Median Third quartile
75.8 years 66 years 79 years 87 years
85 >= Age > 65 Age > 85
Count 190 120
Sex : Male 52.6% 33.3%
Sex : Female 47.4% 58.3%
Source : Another hospital 15.8% 0%
Source : Another health facility including LTC 15.8% 16.7%
Source : Emergency department 15.8% 16.7%
Source : Unknown 15.8% 16.7%
Source : Court/Law enforcement 15.8% 0%
Disposition : Routine 10.5% 0%
Disposition : Died in hospital 57.9% 58.3%
Disposition : Transfer other SNF, ICF, etc. 15.8% 25.0%
Payer : Medicare 15.8% 0%
Payer : Medicaid 10.5% 16.7%
Payer : Private insurance 15.8% 0%
Payer : Self-pay 10.5% 0%
Payer : Unknown payer 15.8% 0%
Payer : No charge 10.5% 0%
Race : White 10.5% 16.7%
Race : Black 10.5% 0%
Race : Hispanic 10.5% 16.7%
Race : Asian or Pacific Islander 15.8% 16.7%
Race : Native American 10.5% 0%
Race : Other 10.5% 0%
Race : Race missing, unknown 10.5% 0%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 410
P9904 Transfusion of packed cells 60
P3891 Arterial catheterization 20
P3324 Closed [endoscopic] biopsy of bronchus 40
P3893 Venous catheterization, not elsewhere classified 130
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 200
P9390 Non-invasive mechanical ventilation 40
P3995 Hemodialysis 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 130
P9960 Cardiopulmonary resuscitation, not otherwise specified 70
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 200
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 120
DG89 DRG V24 : SIMPLE PNEUMONIA & PLEURISY AGE >17 W CC 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D99592 Severe sepsis 0 0 30
D486 Pneumonia, organism unspecified 410 0 160
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 30
D2859 Anemia, unspecified 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 20
D27651 Dehydration 0 0 20
D4280 Congestive heart failure, unspecified 0 0 50
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 20
D79902 Hypoxemia 0 0 20
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
DV1582 Personal history of tobacco use 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 20
D4275 Cardiac arrest 0 0 20
D4019 Unspecified essential hypertension 0 0 60
D51881 Acute respiratory failure 0 0 120
D0389 Unspecified septicemia 0 0 40
D5849 Acute kidney failure, unspecified 0 0 40
D3051 Tobacco use disorder 0 0 20
D42731 Atrial fibrillation 0 0 30
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8490 Accident in home 20
EE8497 Accidents occurring in residential institution 40