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)

1,660

Sex Count
Male 860
Female 790
In hospital
Mortality

31.93 %

Length of Stay Distribution
Mean LOS: 6.11 days FQ: 2 days Median: 5 days TQ: 8 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Continuous invasive mechanical ventilation for less than 96 consecutive hours ( P9671 ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 5.79 days FQ: 2 days Median: 4 days TQ: 8 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 280
Another hospital 250
Another health facility including LTC 280
Emergency department 260
Unknown 280
Court/Law enforcement 290
Disposition Distribution
Disposition Count
Routine 490
Transfer to short-term hospital 130
Home Health Care 170
Died in hospital 530
Transfer other SNF, ICF, etc. 290
Payer Distribution
Payer Count
Medicare 250
Medicaid 210
Private insurance 210
Self-pay 220
Other payer 230
Unknown payer 260
No charge 240
Race Distribution
Race Count
White 210
Black 230
Hispanic 240
Asian or Pacific Islander 230
Native American 230
Other 250
Race missing, unknown 240
State variation
S1 S2
Count 830 820
Sex : Male 51.8% 51.2%
Sex : Female 47.0% 48.8%
Source : Routine, birth, etc 16.9% 15.9%
Source : Another health facility including LTC 15.7% 17.1%
Source : Emergency department 14.5% 15.9%
Source : Unknown 18.1% 15.9%
Source : Court/Law enforcement 16.9% 18.3%
Source : Another hospital 15.7% 13.4%
Disposition : Routine 30.1% 28.0%
Disposition : Transfer to short-term hospital 8.4% 7.3%
Disposition : Home Health Care 9.6% 9.8%
Disposition : Died in hospital 30.1% 32.9%
Disposition : Transfer other SNF, ICF, etc. 16.9% 17.1%
Payer : Medicare 15.7% 14.6%
Payer : Medicaid 12.0% 12.2%
Payer : Private insurance 12.0% 12.2%
Payer : Self-pay 14.5% 12.2%
Payer : Other payer 13.3% 14.6%
Payer : Unknown payer 14.5% 17.1%
Payer : No charge 14.5% 14.6%
Race : White 13.3% 12.2%
Race : Black 13.3% 14.6%
Race : Hispanic 15.7% 13.4%
Race : Asian or Pacific Islander 13.3% 14.6%
Race : Native American 12.0% 14.6%
Race : Other 15.7% 14.6%
Race : Race missing, unknown 15.7% 13.4%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 450 340 280 210 190 170
Sex : Male 51.1% 47.1% 50.0% 57.1% 52.6% 52.9%
Sex : Female 46.7% 47.1% 50.0% 42.9% 42.1% 47.1%
Source : Routine, birth, etc 15.6% 17.6% 14.3% 14.3% 15.8% 17.6%
Source : Another hospital 13.3% 14.7% 14.3% 19.0% 10.5% 11.8%
Source : Another health facility including LTC 15.6% 14.7% 14.3% 14.3% 21.1% 11.8%
Source : Emergency department 17.8% 14.7% 14.3% 9.5% 10.5% 11.8%
Source : Unknown 17.8% 14.7% 17.9% 14.3% 21.1% 11.8%
Source : Court/Law enforcement 15.6% 17.6% 17.9% 19.0% 10.5% 17.6%
Disposition : Routine 24.4% 29.4% 28.6% 33.3% 31.6% 29.4%
Disposition : Transfer to short-term hospital 6.7% 5.9% 7.1% 0% 0% 11.8%
Disposition : Died in hospital 31.1% 35.3% 28.6% 33.3% 26.3% 23.5%
Disposition : Home Health Care 11.1% 8.8% 10.7% 0% 0% 0%
Disposition : Transfer other SNF, ICF, etc. 22.2% 14.7% 14.3% 14.3% 10.5% 17.6%
Payer : Medicare 13.3% 14.7% 10.7% 14.3% 15.8% 17.6%
Payer : Medicaid 13.3% 11.8% 10.7% 14.3% 10.5% 11.8%
Payer : Private insurance 13.3% 8.8% 10.7% 14.3% 10.5% 11.8%
Payer : Self-pay 11.1% 14.7% 17.9% 9.5% 10.5% 11.8%
Payer : Other payer 13.3% 14.7% 14.3% 9.5% 15.8% 0%
Payer : Unknown payer 13.3% 14.7% 17.9% 14.3% 15.8% 11.8%
Payer : No charge 15.6% 14.7% 10.7% 19.0% 10.5% 11.8%
Race : White 13.3% 8.8% 10.7% 14.3% 10.5% 11.8%
Race : Black 8.9% 14.7% 14.3% 14.3% 10.5% 17.6%
Race : Hispanic 15.6% 14.7% 10.7% 14.3% 10.5% 11.8%
Race : Asian or Pacific Islander 13.3% 11.8% 10.7% 14.3% 15.8% 11.8%
Race : Native American 13.3% 11.8% 14.3% 9.5% 15.8% 11.8%
Race : Other 15.6% 14.7% 17.9% 9.5% 10.5% 11.8%
Race : Race missing, unknown 13.3% 14.7% 14.3% 9.5% 10.5% 11.8%
Age Distribution
Age Count
20 - 39 70
40 - 59 250
60 - 79 670
80 - 99 640
Mean age First quartile Median Third quartile
73.07 years 64 years 75 years 86 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 110 360 740 440
Sex : Male 63.6% 58.3% 50.0% 43.2%
Sex : Female 27.3% 38.9% 48.6% 56.8%
Source : Routine, birth, etc 0% 13.9% 16.2% 15.9%
Source : Another hospital 0% 13.9% 16.2% 11.4%
Source : Another health facility including LTC 0% 16.7% 16.2% 18.2%
Source : Emergency department 0% 16.7% 13.5% 15.9%
Source : Unknown 18.2% 16.7% 17.6% 11.4%
Source : Court/Law enforcement 0% 16.7% 16.2% 20.5%
Disposition : Routine 63.6% 44.4% 28.4% 9.1%
Disposition : Transfer to short-term hospital 0% 5.6% 9.5% 4.5%
Disposition : Home Health Care 0% 5.6% 10.8% 11.4%
Disposition : Died in hospital 18.2% 25.0% 31.1% 40.9%
Disposition : Transfer other SNF, ICF, etc. 0% 11.1% 16.2% 27.3%
Payer : Medicare 0% 11.1% 16.2% 15.9%
Payer : Medicaid 18.2% 11.1% 10.8% 11.4%
Payer : Private insurance 0% 11.1% 13.5% 11.4%
Payer : Self-pay 0% 13.9% 10.8% 15.9%
Payer : Other payer 0% 13.9% 13.5% 13.6%
Payer : No charge 0% 13.9% 16.2% 11.4%
Payer : Unknown payer 0% 16.7% 14.9% 15.9%
Race : White 0% 11.1% 10.8% 13.6%
Race : Black 0% 13.9% 12.2% 13.6%
Race : Hispanic 0% 16.7% 16.2% 11.4%
Race : Asian or Pacific Islander 0% 13.9% 12.2% 13.6%
Race : Native American 0% 11.1% 13.5% 13.6%
Race : Other 0% 13.9% 14.9% 13.6%
Race : Race missing, unknown 18.2% 11.1% 16.2% 13.6%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 80
P8856 Coronary arteriography using two catheters 30
P8703 Computerized axial tomography of head 30
P9962 Other electric countershock of heart 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 30
P9604 Insertion of endotracheal tube 1340
P8914 Electroencephalogram 20
P966 Enteral infusion of concentrated nutritional substances 20
P8872 Diagnostic ultrasound of heart 80
P9960 Cardiopulmonary resuscitation, not otherwise specified 140
P5794 Insertion of indwelling urinary catheter 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 1660
P0331 Spinal tap 20
P8853 Angiocardiography of left heart structures 30
P9904 Transfusion of packed cells 140
P3893 Venous catheterization, not elsewhere classified 370
P3995 Hemodialysis 50
P3491 Thoracentesis 20
P3895 Venous catheterization for renal dialysis 20
P9396 Other oxygen enrichment 50
P8741 Computerized axial tomography of thorax 20
P9607 Insertion of other (naso-)gastric tube 20
P3324 Closed [endoscopic] biopsy of bronchus 70
P3722 Left heart cardiac catheterization 20
P9604_2 Insertion of endotracheal tube 2nd 30
P9390 Non-invasive mechanical ventilation 130
P9907 Transfusion of other serum 40
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 20
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 1580
DG468 DRG V24 : EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D4148 Other specified forms of chronic ischemic heart disease 0 0 20
D5119 Unspecified pleural effusion 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 150
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 30
D42789 Other specified cardiac dysrhythmias 0 0 60
D496 Chronic airway obstruction, not elsewhere classified 0 0 80
D4439 Peripheral vascular disease, unspecified 0 0 20
D4168 Other chronic pulmonary heart diseases 0 0 20
D4019 Unspecified essential hypertension 0 0 290
D3051 Tobacco use disorder 0 0 120
D311 Depressive disorder, not elsewhere classified 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 50
D4280 Congestive heart failure, unspecified 0 0 250
D4241 Aortic valve disorders 0 0 20
D5849 Acute kidney failure, unspecified 0 0 100
DV5861 Long-term (current) use of anticoagulants 0 0 20
D49322 Chronic obstructive asthma with (acute) exacerbation 0 0 30
D2875 Thrombocytopenia, unspecified 0 0 30
D41071 Subendocardial infarction, initial episode of care 0 0 50
D2449 Unspecified acquired hypothyroidism 0 0 50
DV667 Encounter for palliative care 0 0 40
D78039 Other convulsions 0 0 30
D5180 Pulmonary collapse 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 150
D42731 Atrial fibrillation 0 0 150
D4271 Paroxysmal ventricular tachycardia 0 0 20
D49390 Asthma, unspecified type, unspecified 0 0 20
D99592 Severe sepsis 0 0 30
D4589 Hypotension, unspecified 0 0 60
D2720 Pure hypercholesterolemia 0 0 20
DV5867 Long-term (current) use of insulin 0 0 20
D78552 Septic shock 0 0 20
D51881 Acute respiratory failure 1660 0 790
D73300 Osteoporosis, unspecified 0 0 20
DV4501 Cardiac pacemaker in situ 0 0 20
D78551 Cardiogenic shock 0 0 30
DV462 Other dependence on machines, supplemental oxygen 0 0 20
D4254 Other primary cardiomyopathies 0 0 50
D2767 Hyperpotassemia 0 0 50
D486 Pneumonia, organism unspecified 0 0 200
D2762 Acidosis 0 0 110
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 100
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 30
DV5866 Long-term (current) use of aspirin 0 0 30
DV4581 Aortocoronary bypass status 0 0 40
D2768 Hypopotassemia 0 0 80
D41401 Coronary atherosclerosis of native coronary artery 0 0 100
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 30
D28860 Leukocytosis, unspecified 0 0 20
DV1582 Personal history of tobacco use 0 0 100
D2724 Other and unspecified hyperlipidemia 0 0 90
D5856 End stage renal disease 0 0 20
D5990 Urinary tract infection, site not specified 0 0 70
D29410 Dementia in conditions classified elsewhere without behavioral disturbance 0 0 20
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0 0 20
D4275 Cardiac arrest 0 0 70
D49391 Asthma, unspecified type, with status asthmaticus 0 0 20
D3481 Anoxic brain damage 0 0 70
D2859 Anemia, unspecified 0 0 100
D5859 Chronic kidney disease, unspecified 0 0 50
D79029 Other abnormal glucose 0 0 30
D78001 Coma 0 0 30
D27651 Dehydration 0 0 30
D78009 Other alteration of consciousness 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 40
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 30
D27801 Morbid obesity 0 0 40
D27800 Obesity, unspecified 0 0 40
D5939 Unspecified disorder of kidney and ureter 0 0 30
D30500 Alcohol abuse, unspecified 0 0 20
D53081 Esophageal reflux 0 0 30
D30000 Anxiety state, unspecified 0 0 20
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 30
D0389 Unspecified septicemia 0 0 40
D412 Old myocardial infarction 0 0 40
D72888 Rhabdomyolysis 0 0 20
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 60
EE8497 Accidents occurring in residential institution 100
EE8490 Accident in home 110
EE8498 Accidents occurring in other specified places 20
EE8499 Accidents occurring in unspecified place 50