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)

780

Sex Count
Male 420
Female 350
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 11.67 days FQ: 4 days Median: 7 days TQ: 13 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Other bronchoscopy ( P3323 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 8.4 days FQ: 3 days Median: 5 days TQ: 9 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 120
Another hospital 130
Another health facility including LTC 130
Emergency department 120
Unknown 130
Court/Law enforcement 120
Disposition Distribution
Disposition Count
Routine 490
Transfer to short-term hospital 20
Home Health Care 120
Transfer other SNF, ICF, etc. 130
Payer Distribution
Payer Count
Medicare 90
Medicaid 130
Private insurance 100
Self-pay 100
Other payer 120
Unknown payer 110
No charge 110
Race Distribution
Race Count
White 110
Black 110
Hispanic 100
Asian or Pacific Islander 110
Native American 110
Other 110
Race missing, unknown 110
State variation
S1 S2
Count 350 420
Sex : Male 51.4% 54.8%
Sex : Female 48.6% 42.9%
Source : Routine, birth, etc 14.3% 14.3%
Source : Another hospital 17.1% 14.3%
Source : Another health facility including LTC 17.1% 16.7%
Source : Emergency department 11.4% 16.7%
Source : Unknown 17.1% 16.7%
Source : Court/Law enforcement 14.3% 16.7%
Disposition : Routine 60.0% 64.3%
Disposition : Home Health Care 14.3% 14.3%
Disposition : Transfer other SNF, ICF, etc. 17.1% 16.7%
Payer : Medicare 11.4% 9.5%
Payer : Medicaid 14.3% 16.7%
Payer : Private insurance 11.4% 11.9%
Payer : Self-pay 11.4% 11.9%
Payer : Other payer 14.3% 16.7%
Payer : Unknown payer 11.4% 14.3%
Payer : No charge 14.3% 11.9%
Race : White 11.4% 14.3%
Race : Black 14.3% 14.3%
Race : Hispanic 11.4% 11.9%
Race : Asian or Pacific Islander 14.3% 11.9%
Race : Native American 11.4% 14.3%
Race : Other 11.4% 14.3%
Race : Race missing, unknown 14.3% 14.3%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 140 120 130 120 130 110
Sex : Male 50.0% 50.0% 61.5% 50.0% 46.2% 45.5%
Sex : Female 42.9% 41.7% 30.8% 50.0% 53.8% 45.5%
Source : Another hospital 14.3% 16.7% 15.4% 0% 15.4% 18.2%
Source : Another health facility including LTC 14.3% 16.7% 0% 16.7% 15.4% 18.2%
Source : Unknown 21.4% 16.7% 15.4% 16.7% 15.4% 0%
Source : Court/Law enforcement 14.3% 0% 15.4% 16.7% 0% 0%
Source : Routine, birth, etc 14.3% 16.7% 0% 16.7% 15.4% 0%
Disposition : Routine 57.1% 66.7% 61.5% 66.7% 69.2% 54.5%
Disposition : Home Health Care 14.3% 0% 15.4% 0% 0% 0%
Disposition : Transfer other SNF, ICF, etc. 21.4% 0% 15.4% 16.7% 15.4% 0%
Payer : Medicaid 14.3% 0% 15.4% 16.7% 0% 0%
Payer : Other payer 14.3% 0% 15.4% 0% 15.4% 18.2%
Race : White 14.3% 0% 0% 0% 0% 0%
Race : Hispanic 14.3% 0% 0% 0% 0% 0%
Race : Native American 14.3% 0% 15.4% 0% 0% 0%
Race : Other 14.3% 16.7% 0% 0% 0% 0%
Payer : No charge 0% 16.7% 15.4% 0% 0% 18.2%
Race : Asian or Pacific Islander 0% 16.7% 15.4% 0% 0% 0%
Source : Emergency department 0% 0% 23.1% 0% 15.4% 18.2%
Payer : Self-pay 0% 0% 0% 16.7% 0% 0%
Payer : Unknown payer 0% 0% 0% 16.7% 15.4% 0%
Race : Race missing, unknown 0% 0% 0% 16.7% 15.4% 0%
Race : Black 0% 0% 0% 0% 15.4% 0%
Age Distribution
Age Count
20 - 39 60
40 - 59 160
60 - 79 360
80 - 99 190
Mean age First quartile Median Third quartile
67.28 years 58 years 70 years 80 years
65 >= Age > 45 85 >= Age > 65
Count 220 370
Sex : Male 54.5% 51.4%
Sex : Female 45.5% 45.9%
Source : Court/Law enforcement 9.1% 16.2%
Source : Routine, birth, etc 13.6% 13.5%
Source : Another hospital 18.2% 16.2%
Source : Another health facility including LTC 18.2% 16.2%
Source : Emergency department 18.2% 16.2%
Source : Unknown 13.6% 16.2%
Disposition : Routine 77.3% 59.5%
Disposition : Home Health Care 9.1% 18.9%
Disposition : Transfer other SNF, ICF, etc. 9.1% 16.2%
Payer : Medicare 9.1% 13.5%
Payer : Medicaid 13.6% 16.2%
Payer : Private insurance 9.1% 10.8%
Payer : Self-pay 13.6% 13.5%
Payer : Other payer 13.6% 16.2%
Payer : Unknown payer 13.6% 10.8%
Payer : No charge 13.6% 13.5%
Race : White 9.1% 13.5%
Race : Black 13.6% 13.5%
Race : Hispanic 18.2% 10.8%
Race : Asian or Pacific Islander 13.6% 13.5%
Race : Native American 9.1% 13.5%
Race : Other 9.1% 13.5%
Race : Race missing, unknown 9.1% 16.2%
Procedure Distribution
Procedure Code Description Count
P3241 Thoracoscopic lobectomy of lung 20
P3339 Other surgical collapse of lung 20
P4029 Simple excision of other lymphatic structure 30
P3249 Other lobectomy of lung 60
P324 Description not found for P324 30
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P311 Temporary tracheostomy 30
P9604 Insertion of endotracheal tube 90
P3323 Other bronchoscopy 780
P3891 Arterial catheterization 20
P4223 Other esophagoscopy 30
P3451 Decortication of lung 40
P0390 Insertion of catheter into spinal canal for infusion of therapeutic or palliative substances 20
P9904 Transfusion of packed cells 90
P3893 Venous catheterization, not elsewhere classified 60
P3404 Insertion of intercostal catheter for drainage 60
P0391 Injection of anesthetic into spinal canal for analgesia 20
P3491 Thoracentesis 40
P403 Regional lymph node excision 60
P8741 Computerized axial tomography of thorax 20
P9656 Other lavage of bronchus and trachea 50
P3422 Mediastinoscopy 20
P3492 Injection into thoracic cavity 30
P0481 Injection of anesthetic into peripheral nerve for analgesia 20
P3409 Other incision of pleura 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 40
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 60
P3142 Laryngoscopy and other tracheoscopy 30
P4011 Biopsy of lymphatic structure 30
P3220 Thoracoscopic excision of lesion or tissue of lung 50
P3229 Other local excision or destruction of lesion or tissue of lung 60
DRG Distribution
DRG Code Description Count
DG76 DRG V24 : OTHER RESP SYSTEM O.R. PROCEDURES W CC 30
DG75 DRG V24 : MAJOR CHEST PROCEDURES 320
DG541 DRG V24 : ECMO OR TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W MAJ O.R. 20
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 30
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5119 Unspecified pleural effusion 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 50
D496 Chronic airway obstruction, not elsewhere classified 0 0 40
D5180 Pulmonary collapse 0 0 50
D3051 Tobacco use disorder 0 0 50
D4280 Congestive heart failure, unspecified 0 0 20
D1970 Secondary malignant neoplasm of lung 30 0 20
D1625 Malignant neoplasm of lower lobe, bronchus or lung 50 0 30
D1623 Malignant neoplasm of upper lobe, bronchus or lung 90 0 60
D2449 Unspecified acquired hypothyroidism 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 20
D51881 Acute respiratory failure 20 0 30
D42731 Atrial fibrillation 0 0 30
D486 Pneumonia, organism unspecified 30 0 60
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 20
D5128 Other spontaneous pneumothorax 0 0 20
D2720 Pure hypercholesterolemia 0 0 30
D79902 Hypoxemia 0 0 20
D2768 Hypopotassemia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 30
DV1582 Personal history of tobacco use 0 0 100
D2724 Other and unspecified hyperlipidemia 0 0 60
D4019 Unspecified essential hypertension 0 0 180
D2859 Anemia, unspecified 0 0 50
D53081 Esophageal reflux 0 0 50
D0389 Unspecified septicemia 20 0 0
D515 Postinflammatory pulmonary fibrosis 30 0 20
External Causes Distribution
External Cause Code Description Count
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20
EE8497 Accidents occurring in residential institution 100
EE8490 Accident in home 20