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)

450

Sex Count
Male 240
Female 210
In hospital
Mortality

17.78 %

Length of Stay Distribution
Mean LOS: 33.83 days FQ: 17 days Median: 26 days TQ: 42 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Temporary tracheostomy ( P311 )

Mean ΔT: 11.57 days FQ: 6 days Median: 10 days TQ: 16 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 80
Another health facility including LTC 70
Emergency department 90
Unknown 80
Court/Law enforcement 70
Disposition Distribution
Disposition Count
Routine 40
Transfer to short-term hospital 60
Home Health Care 30
Died in hospital 80
Transfer other SNF, ICF, etc. 220
Payer Distribution
Payer Count
Medicare 60
Medicaid 60
Private insurance 70
Self-pay 60
Other payer 60
Unknown payer 60
No charge 60
Race Distribution
Race Count
White 50
Black 90
Hispanic 60
Asian or Pacific Islander 60
Native American 60
Other 60
Race missing, unknown 50
State variation
S1 S2
Count 220 230
Sex : Male 54.5% 52.2%
Sex : Female 45.5% 47.8%
Source : Routine, birth, etc 13.6% 8.7%
Source : Another hospital 13.6% 17.4%
Source : Another health facility including LTC 9.1% 17.4%
Source : Emergency department 22.7% 13.0%
Source : Unknown 18.2% 13.0%
Source : Court/Law enforcement 9.1% 17.4%
Disposition : Routine 0% 8.7%
Disposition : Transfer to short-term hospital 13.6% 13.0%
Disposition : Died in hospital 13.6% 17.4%
Disposition : Transfer other SNF, ICF, etc. 54.5% 43.5%
Payer : Medicare 18.2% 8.7%
Payer : Medicaid 13.6% 13.0%
Payer : Private insurance 9.1% 17.4%
Payer : Other payer 13.6% 13.0%
Payer : Unknown payer 9.1% 13.0%
Payer : No charge 9.1% 13.0%
Payer : Self-pay 13.6% 8.7%
Race : White 9.1% 8.7%
Race : Black 18.2% 17.4%
Race : Hispanic 9.1% 13.0%
Race : Asian or Pacific Islander 9.1% 13.0%
Race : Other 13.6% 13.0%
Race : Race missing, unknown 13.6% 8.7%
Race : Native American 13.6% 13.0%
Yearly variation
Count
Age Distribution
Age Count
20 - 39 30
40 - 59 90
60 - 79 180
80 - 99 150
Mean age First quartile Median Third quartile
69.62 years 58 years 72 years 83 years
65 >= Age > 45 85 >= Age > 65
Count 110 200
Sex : Male 63.6% 50.0%
Sex : Female 36.4% 50.0%
Source : Emergency department 18.2% 20.0%
Source : Unknown 18.2% 15.0%
Disposition : Transfer other SNF, ICF, etc. 45.5% 50.0%
Payer : Self-pay 18.2% 0%
Race : Black 18.2% 20.0%
Source : Routine, birth, etc 0% 10.0%
Source : Another hospital 0% 15.0%
Source : Another health facility including LTC 0% 15.0%
Source : Court/Law enforcement 0% 20.0%
Disposition : Transfer to short-term hospital 0% 10.0%
Disposition : Died in hospital 0% 20.0%
Payer : Medicare 0% 10.0%
Payer : Medicaid 0% 10.0%
Payer : Private insurance 0% 15.0%
Payer : Other payer 0% 10.0%
Payer : Unknown payer 0% 15.0%
Payer : No charge 0% 15.0%
Race : White 0% 10.0%
Race : Hispanic 0% 10.0%
Race : Asian or Pacific Islander 0% 10.0%
Race : Native American 0% 15.0%
Race : Other 0% 15.0%
Race : Race missing, unknown 0% 10.0%
Procedure Distribution
Procedure Code Description Count
P3322 Fiber-optic bronchoscopy 30
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 110
P9604 Insertion of endotracheal tube 450
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 240
P9904 Transfusion of packed cells 70
P3893 Venous catheterization, not elsewhere classified 120
P311 Temporary tracheostomy 450
P3324 Closed [endoscopic] biopsy of bronchus 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 30
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. 140
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 290
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D48241 Methicillin susceptible pneumonia due to Staphylococcus aureus 0 0 20
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
D2449 Unspecified acquired hypothyroidism 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
D51881 Acute respiratory failure 70 0 100
D2761 Hyposmolality and/or hyponatremia 0 0 20
D42731 Atrial fibrillation 0 0 20
D2768 Hypopotassemia 0 0 20
D99592 Severe sepsis 0 0 30
D4019 Unspecified essential hypertension 0 0 50
D5990 Urinary tract infection, site not specified 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 40 0 30
D5849 Acute kidney failure, unspecified 0 0 20
D4280 Congestive heart failure, unspecified 0 0 30
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8497 Accidents occurring in residential institution 90
EE8495 Street and highway accidents 20
EE8490 Accident in home 30