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 210
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 32.83 days FQ: 19 days Median: 27 days TQ: 40 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: 29.22 days FQ: 16 days Median: 24 days TQ: 36 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 70
Another health facility including LTC 60
Emergency department 90
Unknown 60
Court/Law enforcement 60
Disposition Distribution
Disposition Count
Routine 40
Transfer to short-term hospital 60
Transfer other SNF, ICF, etc. 260
Home Health Care 30
Payer Distribution
Payer Count
Medicare 50
Medicaid 60
Private insurance 60
Self-pay 40
Other payer 50
No charge 60
Unknown payer 60
Race Distribution
Race Count
White 50
Black 70
Hispanic 50
Asian or Pacific Islander 50
Native American 60
Other 50
Race missing, unknown 60
State variation
S1 S2
Count 210 200
Sex : Male 47.6% 45.0%
Sex : Female 47.6% 50.0%
Source : Routine, birth, etc 14.3% 10.0%
Source : Another hospital 14.3% 20.0%
Source : Another health facility including LTC 9.5% 15.0%
Source : Emergency department 23.8% 15.0%
Source : Unknown 14.3% 15.0%
Source : Court/Law enforcement 14.3% 10.0%
Disposition : Routine 0% 10.0%
Disposition : Transfer to short-term hospital 9.5% 15.0%
Disposition : Transfer other SNF, ICF, etc. 71.4% 55.0%
Disposition : Home Health Care 0% 10.0%
Payer : Medicare 14.3% 10.0%
Payer : Medicaid 14.3% 15.0%
Payer : Private insurance 9.5% 15.0%
Payer : Self-pay 9.5% 10.0%
Payer : Other payer 14.3% 10.0%
Payer : Unknown payer 14.3% 10.0%
Payer : No charge 14.3% 15.0%
Race : White 9.5% 15.0%
Race : Black 14.3% 20.0%
Race : Hispanic 9.5% 10.0%
Race : Asian or Pacific Islander 9.5% 10.0%
Race : Native American 14.3% 15.0%
Race : Other 14.3% 10.0%
Race : Race missing, unknown 19.0% 0%
Yearly variation
2006
Count 100
Sex : Male 40.0%
Sex : Female 50.0%
Source : Emergency department 20.0%
Disposition : Transfer other SNF, ICF, etc. 60.0%
Race : Black 20.0%
Age Distribution
Age Count
80 - 99 150
40 - 59 80
60 - 79 160
Mean age First quartile Median Third quartile
71.08 years 61 years 74 years 84 years
65 >= Age > 45 85 >= Age > 65
Count 110 180
Sex : Male 54.5% 44.4%
Sex : Female 36.4% 50.0%
Source : Another health facility including LTC 18.2% 11.1%
Source : Emergency department 18.2% 16.7%
Disposition : Transfer other SNF, ICF, etc. 63.6% 66.7%
Payer : Medicaid 18.2% 11.1%
Source : Routine, birth, etc 0% 11.1%
Source : Another hospital 0% 16.7%
Source : Unknown 0% 16.7%
Source : Court/Law enforcement 0% 22.2%
Disposition : Transfer to short-term hospital 0% 16.7%
Payer : Medicare 0% 11.1%
Payer : Private insurance 0% 11.1%
Payer : Other payer 0% 11.1%
Payer : Unknown payer 0% 11.1%
Payer : No charge 0% 16.7%
Race : White 0% 11.1%
Race : Black 0% 16.7%
Race : Hispanic 0% 11.1%
Race : Native American 0% 11.1%
Race : Other 0% 11.1%
Race : Race missing, unknown 0% 11.1%
Procedure Distribution
Procedure Code Description Count
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 130
P311 Temporary tracheostomy 240
P9604 Insertion of endotracheal tube 410
P9904 Transfusion of packed cells 80
P3324 Closed [endoscopic] biopsy of bronchus 40
P3893 Venous catheterization, not elsewhere classified 140
P3893_2 Venous catheterization, not elsewhere classified 2nd 30
P3322 Fiber-optic bronchoscopy 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 30
P3129 Other permanent tracheostomy 60
P9604_2 Insertion of endotracheal tube 2nd 30
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 250
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. 410
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 0 0 40
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D2859 Anemia, unspecified 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
D4280 Congestive heart failure, unspecified 0 0 40
D51884 Acute and chronic respiratory failure 20 0 0
D2761 Hyposmolality and/or hyponatremia 0 0 20
D2768 Hypopotassemia 0 0 20
D99592 Severe sepsis 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 20
D4019 Unspecified essential hypertension 0 0 40
D5990 Urinary tract infection, site not specified 0 0 20
D51881 Acute respiratory failure 90 0 110
D0389 Unspecified septicemia 50 0 40
D5849 Acute kidney failure, unspecified 0 0 20
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 30
EE8497 Accidents occurring in residential institution 80