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)

380

Sex Count
Male 230
Female 140
In hospital
Mortality

15.79 %

Length of Stay Distribution
Mean LOS: 41.49 days FQ: 22 days Median: 33 days TQ: 51 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 4.8 days FQ: 0 days Median: 1 days TQ: 5 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 60
Another hospital 70
Another health facility including LTC 50
Emergency department 70
Unknown 50
Court/Law enforcement 50
Disposition Distribution
Disposition Count
Routine 20
Transfer to short-term hospital 40
Home Health Care 20
Died in hospital 60
Transfer other SNF, ICF, etc. 190
Payer Distribution
Payer Count
Medicare 40
Medicaid 40
Private insurance 50
Self-pay 60
Other payer 60
Unknown payer 50
No charge 40
Race Distribution
Race Count
White 50
Black 60
Hispanic 50
Asian or Pacific Islander 40
Native American 40
Other 50
Race missing, unknown 50
State variation
S1 S2
Count 170 200
Sex : Male 64.7% 60.0%
Sex : Female 35.3% 40.0%
Source : Routine, birth, etc 17.6% 15.0%
Source : Another hospital 17.6% 15.0%
Source : Another health facility including LTC 11.8% 10.0%
Source : Emergency department 23.5% 15.0%
Source : Unknown 11.8% 15.0%
Source : Court/Law enforcement 0% 15.0%
Disposition : Transfer to short-term hospital 11.8% 10.0%
Disposition : Died in hospital 23.5% 10.0%
Disposition : Transfer other SNF, ICF, etc. 47.1% 50.0%
Payer : Medicare 11.8% 10.0%
Payer : Medicaid 11.8% 10.0%
Payer : Private insurance 11.8% 15.0%
Payer : Self-pay 11.8% 15.0%
Payer : Other payer 17.6% 15.0%
Payer : No charge 11.8% 10.0%
Payer : Unknown payer 11.8% 10.0%
Race : White 11.8% 15.0%
Race : Black 17.6% 15.0%
Race : Hispanic 17.6% 10.0%
Race : Other 11.8% 10.0%
Race : Race missing, unknown 11.8% 10.0%
Race : Asian or Pacific Islander 0% 15.0%
Race : Native American 11.8% 10.0%
Yearly variation
Count
Age Distribution
Age Count
20 - 39 40
40 - 59 80
60 - 79 150
80 - 99 90
Mean age First quartile Median Third quartile
65.22 years 54 years 69 years 79 years
65 >= Age > 45 85 >= Age > 65
Count 100 150
Sex : Male 80.0% 53.3%
Sex : Female 20.0% 46.7%
Source : Routine, birth, etc 0% 13.3%
Source : Another hospital 0% 13.3%
Source : Another health facility including LTC 0% 13.3%
Source : Emergency department 20.0% 20.0%
Source : Unknown 0% 13.3%
Source : Court/Law enforcement 0% 13.3%
Disposition : Died in hospital 20.0% 20.0%
Disposition : Transfer other SNF, ICF, etc. 50.0% 53.3%
Payer : Private insurance 0% 13.3%
Payer : Self-pay 20.0% 13.3%
Payer : Other payer 0% 13.3%
Payer : Unknown payer 0% 13.3%
Payer : No charge 0% 13.3%
Race : White 0% 13.3%
Race : Black 20.0% 13.3%
Race : Hispanic 0% 13.3%
Race : Native American 0% 13.3%
Race : Other 0% 13.3%
Race : Race missing, unknown 0% 13.3%
Procedure Distribution
Procedure Code Description Count
P3129 Other permanent tracheostomy 30
P3322 Fiber-optic bronchoscopy 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 70
P311 Temporary tracheostomy 150
P9604 Insertion of endotracheal tube 380
P3891 Arterial catheterization 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 150
P9904 Transfusion of packed cells 50
P3893 Venous catheterization, not elsewhere classified 70
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P3324 Closed [endoscopic] biopsy of bronchus 40
P022 Ventriculostomy 20
P9907 Transfusion of other serum 20
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. 380
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D4019 Unspecified essential hypertension 0 0 40
D486 Pneumonia, organism unspecified 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D431 Intracerebral hemorrhage 20 0 0
D2859 Anemia, 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
D5185 Pulmonary insufficiency following trauma and surgery 0 0 40
D51881 Acute respiratory failure 0 0 70
D5990 Urinary tract infection, site not specified 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 20 0 20
D5849 Acute kidney failure, unspecified 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 90
EE8495 Street and highway accidents 30
EE8490 Accident in home 30
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 20