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)

360

Sex Count
Male 210
Female 140
In hospital
Mortality

44.44 %

Length of Stay Distribution
Mean LOS: 15.93 days FQ: 6 days Median: 12 days TQ: 21 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Closed [endoscopic] biopsy of bronchus ( P3324 ) followed by Insertion of endotracheal tube ( P9604 )

Mean ΔT: 1.64 days FQ: 0 days Median: 0 days TQ: 0 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 50
Another health facility including LTC 70
Emergency department 60
Unknown 50
Court/Law enforcement 50
Disposition Distribution
Disposition Count
Routine 60
Transfer to short-term hospital 20
Home Health Care 30
Died in hospital 160
Transfer other SNF, ICF, etc. 70
Payer Distribution
Payer Count
Medicare 40
Medicaid 50
Private insurance 40
Self-pay 60
Other payer 50
Unknown payer 40
No charge 50
Race Distribution
Race Count
White 50
Black 40
Hispanic 50
Asian or Pacific Islander 50
Other 50
Race missing, unknown 50
Native American 40
State variation
S1 S2
Count 160 190
Sex : Male 56.3% 57.9%
Sex : Female 43.8% 36.8%
Source : Routine, birth, etc 12.5% 10.5%
Source : Another hospital 12.5% 15.8%
Source : Another health facility including LTC 18.8% 15.8%
Source : Emergency department 18.8% 15.8%
Source : Unknown 18.8% 10.5%
Source : Court/Law enforcement 0% 15.8%
Disposition : Routine 18.8% 15.8%
Disposition : Died in hospital 43.8% 47.4%
Disposition : Transfer other SNF, ICF, etc. 18.8% 21.1%
Payer : Medicare 12.5% 10.5%
Payer : Medicaid 12.5% 10.5%
Payer : Private insurance 0% 10.5%
Payer : Self-pay 12.5% 15.8%
Payer : Other payer 12.5% 15.8%
Payer : Unknown payer 12.5% 10.5%
Payer : No charge 12.5% 15.8%
Race : White 12.5% 10.5%
Race : Black 0% 10.5%
Race : Hispanic 12.5% 15.8%
Race : Asian or Pacific Islander 12.5% 10.5%
Race : Native American 0% 10.5%
Race : Other 12.5% 10.5%
Race : Race missing, unknown 12.5% 15.8%
Yearly variation
Count
Age Distribution
Age Count
80 - 99 120
40 - 59 70
60 - 79 140
Mean age First quartile Median Third quartile
71.29 years 61 years 74 years 84 years
85 >= Age > 65
Count 170
Sex : Male 58.8%
Sex : Female 41.2%
Source : Routine, birth, etc 11.8%
Source : Another hospital 17.6%
Source : Another health facility including LTC 11.8%
Source : Emergency department 17.6%
Source : Unknown 17.6%
Source : Court/Law enforcement 11.8%
Disposition : Routine 11.8%
Disposition : Died in hospital 47.1%
Disposition : Transfer other SNF, ICF, etc. 17.6%
Payer : Medicare 11.8%
Payer : Medicaid 11.8%
Payer : Private insurance 11.8%
Payer : Self-pay 11.8%
Payer : Other payer 17.6%
Payer : Unknown payer 11.8%
Race : White 11.8%
Race : Black 11.8%
Race : Hispanic 11.8%
Race : Asian or Pacific Islander 11.8%
Race : Other 11.8%
Race : Race missing, unknown 17.6%
Procedure Distribution
Procedure Code Description Count
P9604 Insertion of endotracheal tube 360
P9904 Transfusion of packed cells 50
P3891 Arterial catheterization 20
P3324 Closed [endoscopic] biopsy of bronchus 360
P3893 Venous catheterization, not elsewhere classified 130
P3324_2 Closed [endoscopic] biopsy of bronchus 2nd 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 150
P9390 Non-invasive mechanical ventilation 20
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 120
DRG Distribution
DRG Code Description Count
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 60
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 30
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 60
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 30
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D486 Pneumonia, organism unspecified 20 0 30
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
D5070 Pneumonitis due to inhalation of food or vomitus 20 0 30
D78552 Septic shock 0 0 20
D4280 Congestive heart failure, unspecified 0 0 40
D99592 Severe sepsis 0 0 30
D4019 Unspecified essential hypertension 0 0 40
D51881 Acute respiratory failure 40 0 110
D0389 Unspecified septicemia 40 0 40
D5849 Acute kidney failure, unspecified 0 0 30
D42731 Atrial fibrillation 0 0 20
External Causes Distribution
External Cause Code Description Count
EE8490 Accident in home 30
EE8497 Accidents occurring in residential institution 60