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)

290

Sex Count
Male 140
Female 150
In hospital
Mortality

20.69 %

Length of Stay Distribution
Mean LOS: 32.55 days FQ: 17 days Median: 26 days TQ: 39 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Temporary tracheostomy ( P311 )

Mean ΔT: 11.57 days FQ: 6 days Median: 11 days TQ: 16 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 30
Another hospital 50
Another health facility including LTC 40
Emergency department 60
Unknown 50
Court/Law enforcement 40
Disposition Distribution
Disposition Count
Routine 20
Transfer to short-term hospital 30
Died in hospital 60
Transfer other SNF, ICF, etc. 140
Payer Distribution
Payer Count
Medicare 30
Medicaid 40
Private insurance 40
Other payer 40
No charge 40
Self-pay 40
Unknown payer 40
Race Distribution
Race Count
White 30
Black 60
Hispanic 30
Asian or Pacific Islander 30
Native American 40
Other 40
Race missing, unknown 30
State variation
S1 S2
Count 140 150
Sex : Male 50.0% 46.7%
Sex : Female 42.9% 53.3%
Source : Another hospital 14.3% 13.3%
Source : Another health facility including LTC 0% 13.3%
Source : Emergency department 21.4% 13.3%
Source : Unknown 14.3% 20.0%
Source : Court/Law enforcement 0% 13.3%
Disposition : Transfer to short-term hospital 0% 13.3%
Disposition : Died in hospital 21.4% 20.0%
Disposition : Transfer other SNF, ICF, etc. 57.1% 40.0%
Payer : Medicaid 14.3% 13.3%
Payer : Private insurance 0% 13.3%
Payer : Unknown payer 0% 13.3%
Payer : No charge 14.3% 13.3%
Race : Black 21.4% 20.0%
Race : Hispanic 0% 13.3%
Race : Native American 14.3% 13.3%
Race : Other 0% 13.3%
Payer : Medicare 14.3% 0%
Payer : Other payer 14.3% 0%
Payer : Self-pay 14.3% 0%
Race : Race missing, unknown 14.3% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 110
40 - 59 50
60 - 79 110
Mean age First quartile Median Third quartile
72.24 years 63 years 76 years 85 years
85 >= Age > 65
Count 140
Sex : Male 42.9%
Sex : Female 50.0%
Source : Another hospital 14.3%
Source : Another health facility including LTC 14.3%
Source : Emergency department 21.4%
Source : Unknown 14.3%
Source : Court/Law enforcement 14.3%
Disposition : Died in hospital 21.4%
Disposition : Transfer other SNF, ICF, etc. 50.0%
Payer : Medicaid 14.3%
Payer : Private insurance 14.3%
Payer : Unknown payer 14.3%
Payer : No charge 21.4%
Race : Black 21.4%
Race : Other 14.3%
Procedure Distribution
Procedure Code Description Count
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 70
P9604 Insertion of endotracheal tube 290
P9904 Transfusion of packed cells 50
P3324 Closed [endoscopic] biopsy of bronchus 20
P3893 Venous catheterization, not elsewhere classified 100
P311 Temporary tracheostomy 290
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 180
DRG Distribution
DRG Code Description Count
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 290
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D4280 Congestive heart failure, unspecified 0 0 20
D99592 Severe sepsis 0 0 20
D4019 Unspecified essential hypertension 0 0 30
D51881 Acute respiratory failure 60 0 70
D0389 Unspecified septicemia 30 0 30
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 20
EE8497 Accidents occurring in residential institution 50