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 130
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 41.37 days FQ: 22 days Median: 33 days TQ: 49 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 37.17 days FQ: 19 days Median: 30 days TQ: 44 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 50
Another health facility including LTC 40
Emergency department 50
Unknown 50
Court/Law enforcement 40
Disposition Distribution
Disposition Count
Routine 20
Transfer to short-term hospital 40
Home Health Care 20
Transfer other SNF, ICF, etc. 190
Payer Distribution
Payer Count
Medicare 40
Medicaid 30
Private insurance 40
Self-pay 50
Other payer 50
Unknown payer 40
No charge 30
Race Distribution
Race Count
White 50
Black 50
Hispanic 40
Asian or Pacific Islander 40
Native American 40
Other 40
Race missing, unknown 30
State variation
S1 S2
Count 130 170
Sex : Male 61.5% 58.8%
Sex : Female 38.5% 41.2%
Source : Routine, birth, etc 15.4% 17.6%
Source : Another hospital 15.4% 11.8%
Source : Another health facility including LTC 15.4% 11.8%
Source : Emergency department 15.4% 17.6%
Source : Unknown 15.4% 17.6%
Source : Court/Law enforcement 0% 11.8%
Disposition : Transfer to short-term hospital 15.4% 11.8%
Disposition : Transfer other SNF, ICF, etc. 61.5% 58.8%
Payer : Medicare 0% 11.8%
Payer : Private insurance 0% 11.8%
Payer : Self-pay 15.4% 17.6%
Payer : Other payer 15.4% 11.8%
Payer : No charge 0% 11.8%
Payer : Unknown payer 15.4% 11.8%
Race : White 15.4% 11.8%
Race : Black 15.4% 11.8%
Race : Hispanic 15.4% 11.8%
Race : Native American 0% 11.8%
Race : Other 0% 11.8%
Race : Race missing, unknown 0% 11.8%
Race : Asian or Pacific Islander 0% 11.8%
Yearly variation
Count
Age Distribution
Age Count
20 - 39 40
40 - 59 60
60 - 79 120
80 - 99 70
Mean age First quartile Median Third quartile
64.22 years 51 years 68 years 78 years
85 >= Age > 65
Count 120
Sex : Male 50.0%
Sex : Female 41.7%
Source : Another health facility including LTC 16.7%
Source : Emergency department 16.7%
Source : Court/Law enforcement 16.7%
Disposition : Transfer other SNF, ICF, etc. 66.7%
Payer : Private insurance 16.7%
Procedure Distribution
Procedure Code Description Count
P3129 Other permanent tracheostomy 20
P3322 Fiber-optic bronchoscopy 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 60
P311 Temporary tracheostomy 130
P9604 Insertion of endotracheal tube 310
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 120
P9904 Transfusion of packed cells 40
P3893 Venous catheterization, not elsewhere classified 60
P3324 Closed [endoscopic] biopsy of bronchus 30
DRG Distribution
DRG Code Description Count
DG541 DRG V24 : ECMO OR TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W MAJ O.R. 310
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D51881 Acute respiratory failure 0 0 50
D431 Intracerebral hemorrhage 20 0 0
D2859 Anemia, unspecified 0 0 20
D5185 Pulmonary insufficiency following trauma and surgery 0 0 30
D4019 Unspecified essential hypertension 0 0 30
D5990 Urinary tract infection, site not specified 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 70
EE8490 Accident in home 20
EE8495 Street and highway accidents 30