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)

470

Sex Count
Male 290
Female 180
In hospital
Mortality

19.15 %

Length of Stay Distribution
Mean LOS: 41.67 days FQ: 21 days Median: 33 days TQ: 50 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Temporary tracheostomy ( P311 )

Mean ΔT: 15.36 days FQ: 8 days Median: 14 days TQ: 20 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 70
Another hospital 70
Another health facility including LTC 90
Emergency department 70
Unknown 70
Court/Law enforcement 70
Disposition Distribution
Disposition Count
Routine 40
Transfer to short-term hospital 60
Home Health Care 30
Died in hospital 90
Transfer other SNF, ICF, etc. 220
Payer Distribution
Payer Count
Medicare 60
Medicaid 50
Private insurance 70
Self-pay 60
Other payer 80
Unknown payer 60
No charge 60
Race Distribution
Race Count
White 60
Hispanic 60
Asian or Pacific Islander 60
Native American 70
Other 70
Race missing, unknown 60
Black 70
State variation
S1 S2
Count 240 220
Sex : Male 62.5% 63.6%
Sex : Female 37.5% 36.4%
Source : Routine, birth, etc 16.7% 13.6%
Source : Another hospital 12.5% 18.2%
Source : Another health facility including LTC 20.8% 18.2%
Source : Emergency department 16.7% 13.6%
Source : Unknown 16.7% 9.1%
Source : Court/Law enforcement 12.5% 18.2%
Disposition : Routine 8.3% 9.1%
Disposition : Transfer to short-term hospital 12.5% 9.1%
Disposition : Died in hospital 20.8% 18.2%
Disposition : Transfer other SNF, ICF, etc. 45.8% 50.0%
Payer : Medicare 16.7% 9.1%
Payer : Medicaid 8.3% 9.1%
Payer : Private insurance 12.5% 18.2%
Payer : Self-pay 12.5% 13.6%
Payer : Other payer 12.5% 18.2%
Payer : Unknown payer 16.7% 9.1%
Payer : No charge 12.5% 9.1%
Race : White 8.3% 13.6%
Race : Black 16.7% 9.1%
Race : Hispanic 12.5% 13.6%
Race : Asian or Pacific Islander 8.3% 13.6%
Race : Native American 12.5% 13.6%
Race : Other 16.7% 13.6%
Race : Race missing, unknown 12.5% 9.1%
Yearly variation
2006
Count 110
Sex : Male 54.5%
Sex : Female 45.5%
Source : Routine, birth, etc 18.2%
Source : Another health facility including LTC 18.2%
Disposition : Died in hospital 18.2%
Disposition : Transfer other SNF, ICF, etc. 45.5%
Payer : Private insurance 18.2%
Payer : Self-pay 18.2%
Race : Native American 18.2%
Age Distribution
Age Count
20 - 39 40
40 - 59 110
60 - 79 200
80 - 99 100
Mean age First quartile Median Third quartile
65.77 years 55 years 68 years 79 years
65 >= Age > 45 85 >= Age > 65
Count 150 190
Sex : Male 66.7% 57.9%
Sex : Female 33.3% 36.8%
Source : Routine, birth, etc 13.3% 10.5%
Source : Another hospital 13.3% 15.8%
Source : Another health facility including LTC 20.0% 15.8%
Source : Emergency department 0% 15.8%
Source : Unknown 13.3% 10.5%
Source : Court/Law enforcement 20.0% 15.8%
Disposition : Transfer to short-term hospital 0% 10.5%
Disposition : Died in hospital 13.3% 26.3%
Disposition : Transfer other SNF, ICF, etc. 46.7% 42.1%
Payer : Medicare 13.3% 10.5%
Payer : Medicaid 0% 10.5%
Payer : Private insurance 13.3% 15.8%
Payer : Other payer 13.3% 15.8%
Payer : Unknown payer 13.3% 10.5%
Payer : No charge 0% 10.5%
Payer : Self-pay 13.3% 10.5%
Race : White 13.3% 10.5%
Race : Black 13.3% 15.8%
Race : Hispanic 0% 15.8%
Race : Native American 13.3% 10.5%
Race : Other 13.3% 15.8%
Race : Race missing, unknown 0% 10.5%
Disposition : Routine 13.3% 0%
Procedure Distribution
Procedure Code Description Count
P022 Ventriculostomy 20
P3322 Fiber-optic bronchoscopy 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 80
P311 Temporary tracheostomy 470
P9604 Insertion of endotracheal tube 150
P9915 Parenteral infusion of concentrated nutritional substances 20
P3891 Arterial catheterization 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 160
P9904 Transfusion of packed cells 70
P3893 Venous catheterization, not elsewhere classified 100
P3995 Hemodialysis 20
P3324 Closed [endoscopic] biopsy of bronchus 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 20
P3893_2 Venous catheterization, not elsewhere classified 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. 470
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 20
D431 Intracerebral hemorrhage 20 0 0
D2859 Anemia, unspecified 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 20
D4280 Congestive heart failure, unspecified 0 0 20
D78552 Septic shock 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 30
D5849 Acute kidney failure, unspecified 0 0 20
D99592 Severe sepsis 0 0 30
D5185 Pulmonary insufficiency following trauma and surgery 0 0 30
D42731 Atrial fibrillation 0 0 20
D4019 Unspecified essential hypertension 0 0 50
D5990 Urinary tract infection, site not specified 0 0 30
D51881 Acute respiratory failure 0 0 70
D0389 Unspecified septicemia 20 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 20
D430 Subarachnoid hemorrhage 20 0 0
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 130
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 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
EE8490 Accident in home 30
EE8495 Street and highway accidents 40