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)

280

Sex Count
Male 160
Female 120
In hospital
Mortality

25.0 %

Length of Stay Distribution
Mean LOS: 33.34 days FQ: 19 days Median: 27 days TQ: 39 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Venous catheterization, not elsewhere classified ( P3893 ) followed by Temporary tracheostomy ( P311 )

Mean ΔT: 9.84 days FQ: 4 days Median: 9 days TQ: 14 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 40
Another hospital 40
Another health facility including LTC 50
Emergency department 50
Unknown 50
Court/Law enforcement 40
Disposition Distribution
Disposition Count
Routine 20
Transfer to short-term hospital 30
Died in hospital 70
Transfer other SNF, ICF, etc. 130
Payer Distribution
Payer Count
Medicare 40
Medicaid 40
Private insurance 40
Self-pay 30
Other payer 20
No charge 40
Unknown payer 30
Race Distribution
Race Count
White 40
Black 40
Hispanic 30
Asian or Pacific Islander 30
Native American 40
Other 40
Race missing, unknown 30
State variation
S1 S2
Count 130 140
Sex : Male 53.8% 57.1%
Sex : Female 38.5% 42.9%
Source : Routine, birth, etc 0% 14.3%
Source : Another hospital 0% 14.3%
Source : Another health facility including LTC 23.1% 14.3%
Source : Unknown 15.4% 14.3%
Source : Court/Law enforcement 0% 14.3%
Disposition : Died in hospital 23.1% 21.4%
Disposition : Transfer other SNF, ICF, etc. 46.2% 50.0%
Payer : Medicare 15.4% 14.3%
Payer : Private insurance 15.4% 14.3%
Payer : No charge 15.4% 14.3%
Race : White 15.4% 14.3%
Race : Black 15.4% 14.3%
Race : Asian or Pacific Islander 0% 14.3%
Race : Native American 0% 14.3%
Race : Other 15.4% 14.3%
Source : Emergency department 23.1% 0%
Payer : Medicaid 15.4% 0%
Race : Race missing, unknown 15.4% 0%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 70
40 - 59 70
60 - 79 110
Mean age First quartile Median Third quartile
68.26 years 56 years 69 years 82 years
85 >= Age > 65
Count 100
Sex : Male 60.0%
Sex : Female 40.0%
Source : Emergency department 20.0%
Source : Unknown 20.0%
Disposition : Died in hospital 30.0%
Disposition : Transfer other SNF, ICF, etc. 50.0%
Payer : No charge 20.0%
Race : Other 20.0%
Procedure Distribution
Procedure Code Description Count
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 60
P311 Temporary tracheostomy 280
P9604 Insertion of endotracheal tube 110
P9904 Transfusion of packed cells 50
P3324 Closed [endoscopic] biopsy of bronchus 20
P3893 Venous catheterization, not elsewhere classified 280
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 130
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. 80
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 190
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D2859 Anemia, unspecified 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D99592 Severe sepsis 0 0 20
D4019 Unspecified essential hypertension 0 0 30
D5990 Urinary tract infection, site not specified 0 0 20
D51881 Acute respiratory failure 40 0 70
D0389 Unspecified septicemia 30 0 0
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 40