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)

340

Sex Count
Male 160
Female 170
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 8.52 days FQ: 3 days Median: 6 days TQ: 10 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Transpleural thoracoscopy ( P3421 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 6.2 days FQ: 3 days Median: 5 days TQ: 7 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 50
Another hospital 70
Another health facility including LTC 50
Emergency department 50
Unknown 50
Court/Law enforcement 50
Disposition Distribution
Disposition Count
Routine 250
Home Health Care 40
Transfer other SNF, ICF, etc. 30
Payer Distribution
Payer Count
Medicare 50
Medicaid 40
Private insurance 50
Self-pay 40
Other payer 60
Unknown payer 40
No charge 30
Race Distribution
Race Count
White 40
Black 40
Hispanic 40
Asian or Pacific Islander 40
Native American 50
Other 50
Race missing, unknown 50
State variation
S1 S2
Count 170 160
Sex : Male 52.9% 43.8%
Sex : Female 47.1% 56.3%
Source : Routine, birth, etc 11.8% 12.5%
Source : Another hospital 23.5% 18.8%
Source : Another health facility including LTC 11.8% 12.5%
Source : Emergency department 11.8% 12.5%
Source : Unknown 11.8% 12.5%
Source : Court/Law enforcement 11.8% 12.5%
Disposition : Routine 70.6% 75.0%
Payer : Medicare 11.8% 12.5%
Payer : Self-pay 11.8% 12.5%
Payer : Other payer 23.5% 12.5%
Payer : Unknown payer 0% 12.5%
Payer : No charge 0% 12.5%
Race : Black 11.8% 12.5%
Race : Hispanic 11.8% 12.5%
Race : Asian or Pacific Islander 0% 12.5%
Race : Native American 17.6% 12.5%
Race : Other 17.6% 12.5%
Race : Race missing, unknown 0% 18.8%
Disposition : Home Health Care 11.8% 0%
Payer : Medicaid 11.8% 0%
Payer : Private insurance 17.6% 0%
Race : White 11.8% 0%
Yearly variation
2006
Count 120
Sex : Male 50.0%
Sex : Female 50.0%
Source : Another hospital 25.0%
Source : Court/Law enforcement 16.7%
Disposition : Routine 66.7%
Payer : Other payer 16.7%
Race : Black 16.7%
Age Distribution
Age Count
80 - 99 80
40 - 59 70
60 - 79 140
20 - 39 30
Mean age First quartile Median Third quartile
65.2 years 54 years 69 years 79 years
85 >= Age > 65
Count 170
Sex : Male 47.1%
Sex : Female 47.1%
Source : Routine, birth, etc 11.8%
Source : Another hospital 17.6%
Source : Another health facility including LTC 11.8%
Source : Emergency department 11.8%
Source : Unknown 17.6%
Source : Court/Law enforcement 17.6%
Disposition : Routine 70.6%
Disposition : Home Health Care 11.8%
Payer : Medicare 11.8%
Payer : Medicaid 11.8%
Payer : Private insurance 11.8%
Payer : Self-pay 11.8%
Payer : Other payer 11.8%
Payer : Unknown payer 11.8%
Race : White 11.8%
Race : Black 11.8%
Race : Hispanic 17.6%
Race : Asian or Pacific Islander 11.8%
Race : Native American 17.6%
Race : Other 11.8%
Race : Race missing, unknown 11.8%
Procedure Distribution
Procedure Code Description Count
P3328 Open biopsy of lung 20
P9904 Transfusion of packed cells 20
P3324 Closed [endoscopic] biopsy of bronchus 20
P3492 Injection into thoracic cavity 60
P3404 Insertion of intercostal catheter for drainage 60
P3322 Fiber-optic bronchoscopy 70
P3409 Other incision of pleura 30
P3451 Decortication of lung 20
P3421 Transpleural thoracoscopy 340
P3229 Other local excision or destruction of lesion or tissue of lung 50
P3491 Thoracentesis 20
P324 Description not found for P324 20
P346 Scarification of pleura 20
P3424 Other pleural biopsy 30
DRG Distribution
DRG Code Description Count
DG75 DRG V24 : MAJOR CHEST PROCEDURES 200
DG76 DRG V24 : OTHER RESP SYSTEM O.R. PROCEDURES W CC 50
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5121 Iatrogenic pneumothorax 0 0 20
D1972 Secondary malignant neoplasm of pleura 20 0 20
D1970 Secondary malignant neoplasm of lung 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 20
D1623 Malignant neoplasm of upper lobe, bronchus or lung 30 0 20
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D5128 Other spontaneous pneumothorax 20 0 30
D3051 Tobacco use disorder 0 0 20
D2724 Other and unspecified hyperlipidemia 0 0 30
D1625 Malignant neoplasm of lower lobe, bronchus or lung 20 0 20
DV1582 Personal history of tobacco use 0 0 40
D4019 Unspecified essential hypertension 0 0 70
External Causes Distribution
External Cause Code Description Count
EE8497 Accidents occurring in residential institution 30