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 180
Female 120
In hospital
Mortality

38.71 %

Length of Stay Distribution
Mean LOS: 18.18 days FQ: 10 days Median: 16 days TQ: 22 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Insertion of endotracheal tube 2nd ( P9604_2 )

Mean ΔT: 5.52 days FQ: 2 days Median: 4 days TQ: 8 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 40
Another hospital 50
Another health facility including LTC 50
Emergency department 50
Unknown 50
Court/Law enforcement 40
Disposition Distribution
Disposition Count
Routine 40
Transfer to short-term hospital 20
Home Health Care 20
Died in hospital 120
Transfer other SNF, ICF, etc. 90
Payer Distribution
Payer Count
Medicare 50
Medicaid 30
Private insurance 30
Self-pay 40
Other payer 50
Unknown payer 40
No charge 30
Race Distribution
Race Count
White 40
Black 60
Hispanic 40
Asian or Pacific Islander 30
Native American 40
Other 40
Race missing, unknown 40
State variation
S1 S2
Count 150 160
Sex : Male 60.0% 56.3%
Sex : Female 40.0% 37.5%
Source : Routine, birth, etc 13.3% 12.5%
Source : Another hospital 13.3% 12.5%
Source : Another health facility including LTC 13.3% 12.5%
Source : Emergency department 20.0% 12.5%
Source : Unknown 13.3% 18.8%
Source : Court/Law enforcement 13.3% 12.5%
Disposition : Died in hospital 33.3% 37.5%
Disposition : Transfer other SNF, ICF, etc. 20.0% 31.3%
Payer : Medicare 13.3% 18.8%
Payer : Self-pay 13.3% 12.5%
Payer : Other payer 13.3% 12.5%
Payer : Unknown payer 13.3% 12.5%
Race : Black 20.0% 12.5%
Race : Hispanic 0% 12.5%
Race : Native American 0% 12.5%
Race : Other 13.3% 12.5%
Race : Race missing, unknown 0% 12.5%
Disposition : Routine 13.3% 0%
Race : White 13.3% 0%
Race : Asian or Pacific Islander 13.3% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 110
60 - 79 130
40 - 59 40
Mean age First quartile Median Third quartile
72.08 years 63 years 74 years 85 years
85 >= Age > 65
Count 140
Sex : Male 57.1%
Sex : Female 42.9%
Source : Routine, birth, etc 14.3%
Source : Another hospital 14.3%
Source : Another health facility including LTC 14.3%
Source : Emergency department 14.3%
Source : Unknown 14.3%
Source : Court/Law enforcement 14.3%
Disposition : Died in hospital 35.7%
Disposition : Transfer other SNF, ICF, etc. 28.6%
Payer : Medicare 14.3%
Payer : Self-pay 14.3%
Payer : Other payer 14.3%
Payer : Unknown payer 14.3%
Race : White 14.3%
Race : Black 14.3%
Race : Hispanic 14.3%
Race : Asian or Pacific Islander 14.3%
Race : Other 14.3%
Procedure Distribution
Procedure Code Description Count
P311 Temporary tracheostomy 20
P9604 Insertion of endotracheal tube 310
P9904 Transfusion of packed cells 30
P3893 Venous catheterization, not elsewhere classified 80
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 110
P9390 Non-invasive mechanical ventilation 20
P9671_2 Continuous invasive mechanical ventilation for less than 96 consecutive hours 2nd 40
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 130
P9604_2 Insertion of endotracheal tube 2nd 310
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 40
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 40
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 30
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 40
Diagnosis Distribution
Diagnosis Code Description Primary POA All
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
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D4280 Congestive heart failure, unspecified 0 0 30
D99592 Severe sepsis 0 0 20
D4019 Unspecified essential hypertension 0 0 40
D51881 Acute respiratory failure 60 0 70
D0389 Unspecified septicemia 40 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 30
EE8497 Accidents occurring in residential institution 50