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)

730

Sex Count
Male 420
Female 300
In hospital
Mortality

35.62 %

Length of Stay Distribution
Mean LOS: 16.69 days FQ: 8 days Median: 13 days TQ: 20 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

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

Mean ΔT: 3.1 days FQ: 0 days Median: 1 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 120
Another hospital 120
Another health facility including LTC 140
Emergency department 110
Unknown 120
Court/Law enforcement 110
Disposition Distribution
Disposition Count
Routine 130
Transfer to short-term hospital 50
Home Health Care 70
Died in hospital 260
Transfer other SNF, ICF, etc. 180
Payer Distribution
Payer Count
Medicare 100
Medicaid 100
Private insurance 80
Self-pay 100
Other payer 90
Unknown payer 110
No charge 120
Race Distribution
Race Count
White 100
Black 90
Hispanic 110
Asian or Pacific Islander 100
Native American 90
Other 110
Race missing, unknown 100
State variation
S1 S2
Count 370 350
Sex : Male 56.8% 60.0%
Sex : Female 40.5% 40.0%
Source : Routine, birth, etc 16.2% 14.3%
Source : Another hospital 16.2% 14.3%
Source : Another health facility including LTC 18.9% 17.1%
Source : Emergency department 13.5% 17.1%
Source : Unknown 16.2% 14.3%
Source : Court/Law enforcement 13.5% 14.3%
Disposition : Routine 16.2% 17.1%
Disposition : Transfer to short-term hospital 5.4% 5.7%
Disposition : Home Health Care 10.8% 8.6%
Disposition : Died in hospital 32.4% 40.0%
Disposition : Transfer other SNF, ICF, etc. 27.0% 22.9%
Payer : Medicare 13.5% 14.3%
Payer : Private insurance 10.8% 11.4%
Payer : Self-pay 13.5% 14.3%
Payer : Other payer 13.5% 11.4%
Payer : Unknown payer 13.5% 14.3%
Payer : Medicaid 16.2% 8.6%
Payer : No charge 13.5% 17.1%
Race : White 13.5% 11.4%
Race : Black 10.8% 14.3%
Race : Hispanic 13.5% 14.3%
Race : Asian or Pacific Islander 13.5% 14.3%
Race : Other 16.2% 11.4%
Race : Race missing, unknown 13.5% 11.4%
Race : Native American 10.8% 14.3%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 150 110 100 130 100 110
Sex : Female 46.7% 36.4% 40.0% 46.2% 30.0% 36.4%
Sex : Male 53.3% 63.6% 50.0% 53.8% 70.0% 63.6%
Source : Another hospital 13.3% 18.2% 0% 0% 0% 0%
Source : Another health facility including LTC 20.0% 18.2% 0% 15.4% 20.0% 18.2%
Source : Emergency department 13.3% 0% 0% 15.4% 0% 0%
Source : Court/Law enforcement 13.3% 0% 0% 0% 0% 18.2%
Source : Routine, birth, etc 13.3% 0% 20.0% 15.4% 0% 0%
Disposition : Routine 13.3% 0% 20.0% 23.1% 20.0% 0%
Disposition : Died in hospital 40.0% 45.5% 30.0% 38.5% 30.0% 27.3%
Disposition : Transfer other SNF, ICF, etc. 26.7% 18.2% 30.0% 15.4% 20.0% 36.4%
Payer : Medicare 13.3% 0% 0% 0% 0% 0%
Payer : Private insurance 13.3% 0% 0% 0% 0% 0%
Payer : Self-pay 13.3% 0% 0% 0% 0% 18.2%
Payer : Other payer 13.3% 0% 0% 15.4% 0% 0%
Payer : No charge 13.3% 18.2% 0% 0% 0% 0%
Race : White 13.3% 18.2% 0% 15.4% 0% 0%
Race : Asian or Pacific Islander 13.3% 0% 0% 15.4% 0% 0%
Race : Native American 13.3% 0% 0% 15.4% 0% 0%
Race : Other 13.3% 18.2% 0% 0% 0% 18.2%
Race : Race missing, unknown 0% 18.2% 0% 0% 0% 0%
Payer : Unknown payer 0% 0% 20.0% 15.4% 0% 0%
Race : Black 0% 0% 20.0% 0% 0% 0%
Race : Hispanic 0% 0% 20.0% 15.4% 20.0% 0%
Source : Unknown 0% 0% 0% 15.4% 0% 0%
Payer : Medicaid 0% 0% 0% 15.4% 0% 18.2%
Age Distribution
Age Count
20 - 39 30
40 - 59 140
60 - 79 290
80 - 99 240
Mean age First quartile Median Third quartile
71.04 years 61 years 73 years 83 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 180 340 140
Sex : Male 61.1% 55.9% 50.0%
Sex : Female 33.3% 41.2% 50.0%
Source : Routine, birth, etc 11.1% 14.7% 14.3%
Source : Another hospital 11.1% 17.6% 14.3%
Source : Another health facility including LTC 16.7% 14.7% 21.4%
Source : Emergency department 16.7% 14.7% 14.3%
Source : Unknown 16.7% 17.6% 0%
Source : Court/Law enforcement 11.1% 14.7% 0%
Disposition : Routine 27.8% 11.8% 0%
Disposition : Transfer to short-term hospital 0% 5.9% 0%
Disposition : Home Health Care 11.1% 8.8% 0%
Disposition : Died in hospital 27.8% 38.2% 42.9%
Disposition : Transfer other SNF, ICF, etc. 16.7% 26.5% 28.6%
Payer : Medicaid 16.7% 11.8% 14.3%
Payer : Private insurance 11.1% 11.8% 0%
Payer : Self-pay 11.1% 11.8% 14.3%
Payer : Other payer 11.1% 14.7% 0%
Payer : Unknown payer 11.1% 14.7% 14.3%
Payer : No charge 16.7% 14.7% 14.3%
Payer : Medicare 11.1% 14.7% 0%
Race : White 11.1% 11.8% 14.3%
Race : Black 16.7% 11.8% 0%
Race : Hispanic 16.7% 11.8% 14.3%
Race : Asian or Pacific Islander 11.1% 14.7% 0%
Race : Native American 0% 11.8% 14.3%
Race : Other 16.7% 14.7% 0%
Race : Race missing, unknown 0% 14.7% 14.3%
Procedure Distribution
Procedure Code Description Count
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P311 Temporary tracheostomy 30
P9604 Insertion of endotracheal tube 730
P8872 Diagnostic ultrasound of heart 20
P3891 Arterial catheterization 40
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 330
P9960 Cardiopulmonary resuscitation, not otherwise specified 30
P9904 Transfusion of packed cells 110
P3893 Venous catheterization, not elsewhere classified 260
P3404 Insertion of intercostal catheter for drainage 20
P3995 Hemodialysis 30
P3491 Thoracentesis 30
P3895 Venous catheterization for renal dialysis 20
P3324 Closed [endoscopic] biopsy of bronchus 730
P3324_2 Closed [endoscopic] biopsy of bronchus 2nd 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 230
P9390 Non-invasive mechanical ventilation 40
P9907 Transfusion of other serum 20
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 150
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 40
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 110
DG541 DRG V24 : ECMO OR TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W MAJ O.R. 30
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 50
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 90
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5119 Unspecified pleural effusion 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 40
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D78552 Septic shock 0 0 40
D5180 Pulmonary collapse 0 0 30
D3051 Tobacco use disorder 0 0 40
D2761 Hyposmolality and/or hyponatremia 0 0 20
D4280 Congestive heart failure, unspecified 0 0 80
D5849 Acute kidney failure, unspecified 0 0 60
D2859 Anemia, unspecified 0 0 50
D2449 Unspecified acquired hypothyroidism 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 30
D99592 Severe sepsis 0 0 60
D51881 Acute respiratory failure 120 0 210
D42731 Atrial fibrillation 0 0 50
D486 Pneumonia, organism unspecified 30 0 80
D2762 Acidosis 0 0 40
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 30 0 60
D2768 Hypopotassemia 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 0 0 20
D5185 Pulmonary insufficiency following trauma and surgery 0 0 20
DV1582 Personal history of tobacco use 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 40
D4019 Unspecified essential hypertension 0 0 90
D5990 Urinary tract infection, site not specified 0 0 30
D27651 Dehydration 0 0 30
D53081 Esophageal reflux 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 100 0 70
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 30
EE8497 Accidents occurring in residential institution 100
EE8490 Accident in home 60
EE8499 Accidents occurring in unspecified place 30