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)

370

Sex Count
Male 230
Female 140
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 40.17 days FQ: 21 days Median: 33 days TQ: 48 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Temporary tracheostomy ( P311 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 26.18 days FQ: 10 days Median: 19 days TQ: 33 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 60
Another hospital 50
Another health facility including LTC 80
Emergency department 50
Unknown 50
Court/Law enforcement 60
Disposition Distribution
Disposition Count
Routine 40
Transfer to short-term hospital 60
Home Health Care 30
Transfer other SNF, ICF, etc. 220
Payer Distribution
Payer Count
Medicare 50
Medicaid 40
Private insurance 60
Self-pay 50
Other payer 50
Unknown payer 50
No charge 40
Race Distribution
Race Count
White 40
Black 50
Hispanic 50
Asian or Pacific Islander 50
Native American 50
Other 50
Race missing, unknown 50
State variation
S1 S2
Count 190 180
Sex : Male 57.9% 61.1%
Sex : Female 36.8% 33.3%
Source : Routine, birth, etc 15.8% 11.1%
Source : Another hospital 10.5% 16.7%
Source : Another health facility including LTC 21.1% 22.2%
Source : Emergency department 15.8% 11.1%
Source : Unknown 15.8% 11.1%
Source : Court/Law enforcement 15.8% 16.7%
Disposition : Routine 10.5% 11.1%
Disposition : Transfer to short-term hospital 15.8% 11.1%
Disposition : Transfer other SNF, ICF, etc. 57.9% 61.1%
Payer : Medicaid 0% 11.1%
Payer : Private insurance 15.8% 16.7%
Payer : Self-pay 10.5% 11.1%
Payer : Other payer 10.5% 16.7%
Payer : Unknown payer 15.8% 11.1%
Payer : No charge 0% 11.1%
Race : White 10.5% 11.1%
Race : Black 15.8% 11.1%
Race : Hispanic 10.5% 11.1%
Race : Asian or Pacific Islander 10.5% 11.1%
Race : Native American 15.8% 11.1%
Race : Other 10.5% 11.1%
Race : Race missing, unknown 10.5% 11.1%
Payer : Medicare 15.8% 0%
Yearly variation
Count
Age Distribution
Age Count
20 - 39 30
60 - 79 160
80 - 99 70
40 - 59 100
Mean age First quartile Median Third quartile
64.15 years 53 years 65 years 77 years
65 >= Age > 45 85 >= Age > 65
Count 130 130
Sex : Male 61.5% 61.5%
Sex : Female 30.8% 38.5%
Source : Routine, birth, etc 15.4% 15.4%
Source : Another health facility including LTC 23.1% 15.4%
Source : Court/Law enforcement 15.4% 15.4%
Disposition : Routine 15.4% 0%
Disposition : Transfer other SNF, ICF, etc. 53.8% 61.5%
Payer : Private insurance 15.4% 23.1%
Payer : Self-pay 15.4% 0%
Race : Black 15.4% 0%
Race : Native American 15.4% 0%
Source : Another hospital 0% 15.4%
Source : Emergency department 0% 15.4%
Disposition : Transfer to short-term hospital 0% 15.4%
Race : Hispanic 0% 15.4%
Race : Other 0% 15.4%
Procedure Distribution
Procedure Code Description Count
P3322 Fiber-optic bronchoscopy 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 70
P311 Temporary tracheostomy 370
P9604 Insertion of endotracheal tube 130
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 130
P9904 Transfusion of packed cells 50
P3893 Venous catheterization, not elsewhere classified 80
P3324 Closed [endoscopic] biopsy of bronchus 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 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. 370
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 0 0 20
D2859 Anemia, unspecified 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D99592 Severe sepsis 0 0 20
D5185 Pulmonary insufficiency following trauma and surgery 0 0 20
D4019 Unspecified essential hypertension 0 0 40
D5990 Urinary tract infection, site not specified 0 0 20
D51881 Acute respiratory failure 0 0 60
D0389 Unspecified septicemia 0 0 20
D430 Subarachnoid hemorrhage 20 0 0
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 100
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20
EE8490 Accident in home 20
EE8495 Street and highway accidents 30