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)

510

Sex Count
Male 290
Female 220
In hospital
Mortality

19.61 %

Length of Stay Distribution
Mean LOS: 34.39 days FQ: 18 days Median: 27 days TQ: 41 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Continuous invasive mechanical ventilation for 96 consecutive hours or more ( P9672 ) followed by Temporary tracheostomy ( P311 )

Mean ΔT: 10.38 days FQ: 5 days Median: 10 days TQ: 14 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 60
Another hospital 90
Another health facility including LTC 90
Emergency department 90
Unknown 80
Court/Law enforcement 80
Disposition Distribution
Disposition Count
Routine 40
Transfer to short-term hospital 60
Home Health Care 20
Died in hospital 100
Transfer other SNF, ICF, etc. 270
Payer Distribution
Payer Count
Medicare 60
Medicaid 70
Private insurance 80
Self-pay 70
Other payer 80
Unknown payer 60
No charge 70
Race Distribution
Race Count
White 60
Black 90
Hispanic 70
Asian or Pacific Islander 70
Native American 70
Other 80
Race missing, unknown 50
State variation
S1 S2
Count 250 260
Sex : Male 56.0% 53.8%
Sex : Female 40.0% 42.3%
Source : Routine, birth, etc 12.0% 11.5%
Source : Another hospital 12.0% 19.2%
Source : Another health facility including LTC 16.0% 19.2%
Source : Emergency department 16.0% 15.4%
Source : Court/Law enforcement 16.0% 11.5%
Source : Unknown 20.0% 11.5%
Disposition : Routine 0% 7.7%
Disposition : Transfer to short-term hospital 8.0% 11.5%
Disposition : Died in hospital 20.0% 15.4%
Disposition : Transfer other SNF, ICF, etc. 52.0% 50.0%
Payer : Medicare 12.0% 11.5%
Payer : Medicaid 12.0% 11.5%
Payer : Private insurance 16.0% 15.4%
Payer : Self-pay 16.0% 11.5%
Payer : Other payer 12.0% 15.4%
Payer : Unknown payer 12.0% 7.7%
Payer : No charge 12.0% 15.4%
Race : White 12.0% 11.5%
Race : Black 16.0% 15.4%
Race : Hispanic 12.0% 15.4%
Race : Asian or Pacific Islander 12.0% 15.4%
Race : Native American 12.0% 15.4%
Race : Other 16.0% 15.4%
Race : Race missing, unknown 12.0% 7.7%
Yearly variation
2006
Count 130
Sex : Female 46.2%
Sex : Male 53.8%
Source : Another health facility including LTC 23.1%
Source : Emergency department 15.4%
Source : Unknown 15.4%
Source : Routine, birth, etc 15.4%
Disposition : Died in hospital 15.4%
Disposition : Transfer other SNF, ICF, etc. 53.8%
Payer : Medicaid 15.4%
Payer : Private insurance 15.4%
Payer : Self-pay 15.4%
Payer : No charge 15.4%
Race : Asian or Pacific Islander 15.4%
Race : Native American 15.4%
Race : Other 15.4%
Age Distribution
Age Count
20 - 39 30
40 - 59 100
60 - 79 200
80 - 99 160
Mean age First quartile Median Third quartile
69.59 years 58 years 73 years 83 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 130 220 100
Sex : Male 53.8% 54.5% 40.0%
Sex : Female 38.5% 45.5% 50.0%
Source : Unknown 0% 18.2% 20.0%
Disposition : Died in hospital 0% 22.7% 20.0%
Disposition : Transfer other SNF, ICF, etc. 46.2% 54.5% 60.0%
Payer : Unknown payer 0% 9.1% 20.0%
Race : Black 15.4% 13.6% 20.0%
Source : Another hospital 15.4% 18.2% 0%
Source : Another health facility including LTC 15.4% 18.2% 0%
Source : Emergency department 15.4% 18.2% 0%
Source : Court/Law enforcement 15.4% 9.1% 0%
Payer : Medicaid 15.4% 9.1% 0%
Payer : Self-pay 15.4% 9.1% 0%
Race : Hispanic 15.4% 13.6% 0%
Race : Other 15.4% 13.6% 0%
Source : Routine, birth, etc 0% 13.6% 0%
Disposition : Transfer to short-term hospital 0% 9.1% 0%
Payer : Medicare 0% 13.6% 0%
Payer : Private insurance 0% 18.2% 0%
Payer : Other payer 0% 13.6% 0%
Payer : No charge 0% 18.2% 0%
Race : Asian or Pacific Islander 0% 9.1% 0%
Race : Native American 0% 13.6% 0%
Race : Race missing, unknown 0% 9.1% 0%
Race : White 0% 13.6% 0%
Procedure Distribution
Procedure Code Description Count
P3322 Fiber-optic bronchoscopy 30
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 150
P311 Temporary tracheostomy 510
P9604 Insertion of endotracheal tube 250
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 510
P9904 Transfusion of packed cells 90
P3404 Insertion of intercostal catheter for drainage 20
P3893 Venous catheterization, not elsewhere classified 160
P3324 Closed [endoscopic] biopsy of bronchus 40
P9604_2 Insertion of endotracheal tube 2nd 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. 160
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 350
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 40
D2762 Acidosis 0 0 20
D2859 Anemia, unspecified 0 0 40
D2639 Unspecified protein-calorie malnutrition 0 0 30
D4280 Congestive heart failure, unspecified 0 0 30
D51884 Acute and chronic respiratory failure 20 0 0
D5180 Pulmonary collapse 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
D5849 Acute kidney failure, unspecified 0 0 30
D2768 Hypopotassemia 0 0 20
D99592 Severe sepsis 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 20
D4019 Unspecified essential hypertension 0 0 60
D5990 Urinary tract infection, site not specified 0 0 30
D51881 Acute respiratory failure 90 0 120
D0389 Unspecified septicemia 40 0 40
DV4611 Dependence on respirator, status 0 0 20
D42731 Atrial fibrillation 0 0 30
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 100
EE8495 Street and highway accidents 20
EE8490 Accident in home 30