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)

1,460

Sex Count
Male 740
Female 720
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 10.51 days FQ: 5 days Median: 8 days TQ: 13 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 10.08 days FQ: 4 days Median: 8 days TQ: 13 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 240
Another hospital 220
Another health facility including LTC 260
Emergency department 220
Unknown 250
Court/Law enforcement 230
Disposition Distribution
Disposition Count
Routine 550
Transfer to short-term hospital 160
Home Health Care 210
Transfer other SNF, ICF, etc. 470
Against medical advice 20
Unknown, Alive 20
Payer Distribution
Payer Count
Medicare 210
Medicaid 190
Private insurance 190
Self-pay 200
Other payer 200
Unknown payer 230
No charge 200
Race Distribution
Race Count
White 180
Black 200
Hispanic 210
Asian or Pacific Islander 190
Native American 220
Other 230
Race missing, unknown 200
State variation
S1 S2
Count 750 700
Sex : Male 49.3% 51.4%
Sex : Female 49.3% 48.6%
Source : Routine, birth, etc 16.0% 17.1%
Source : Another hospital 14.7% 15.7%
Source : Another health facility including LTC 18.7% 17.1%
Source : Emergency department 14.7% 15.7%
Source : Unknown 18.7% 15.7%
Source : Court/Law enforcement 14.7% 17.1%
Disposition : Routine 38.7% 37.1%
Disposition : Transfer to short-term hospital 10.7% 10.0%
Disposition : Home Health Care 13.3% 15.7%
Disposition : Transfer other SNF, ICF, etc. 32.0% 32.9%
Payer : Medicare 14.7% 14.3%
Payer : Medicaid 13.3% 12.9%
Payer : Private insurance 12.0% 14.3%
Payer : Self-pay 14.7% 12.9%
Payer : Other payer 14.7% 12.9%
Payer : Unknown payer 14.7% 15.7%
Payer : No charge 14.7% 12.9%
Race : White 13.3% 11.4%
Race : Black 13.3% 14.3%
Race : Hispanic 13.3% 14.3%
Race : Asian or Pacific Islander 12.0% 14.3%
Race : Native American 14.7% 14.3%
Race : Other 17.3% 14.3%
Race : Race missing, unknown 13.3% 12.9%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 440 260 240 170 170 160
Sex : Male 45.5% 50.0% 45.8% 52.9% 52.9% 50.0%
Sex : Female 52.3% 50.0% 50.0% 47.1% 41.2% 50.0%
Source : Routine, birth, etc 15.9% 15.4% 12.5% 11.8% 17.6% 18.8%
Source : Another hospital 15.9% 11.5% 12.5% 17.6% 11.8% 12.5%
Source : Another health facility including LTC 15.9% 15.4% 12.5% 11.8% 23.5% 18.8%
Source : Emergency department 15.9% 15.4% 12.5% 11.8% 11.8% 12.5%
Source : Unknown 15.9% 15.4% 16.7% 17.6% 17.6% 12.5%
Source : Court/Law enforcement 13.6% 15.4% 16.7% 11.8% 0% 18.8%
Disposition : Routine 31.8% 38.5% 33.3% 41.2% 41.2% 43.8%
Disposition : Transfer to short-term hospital 6.8% 11.5% 8.3% 11.8% 0% 12.5%
Disposition : Home Health Care 13.6% 11.5% 16.7% 11.8% 11.8% 0%
Disposition : Transfer other SNF, ICF, etc. 40.9% 30.8% 29.2% 29.4% 23.5% 25.0%
Payer : Medicare 13.6% 15.4% 12.5% 11.8% 11.8% 12.5%
Payer : Medicaid 15.9% 11.5% 8.3% 11.8% 11.8% 12.5%
Payer : Private insurance 11.4% 11.5% 12.5% 11.8% 0% 12.5%
Payer : Self-pay 11.4% 15.4% 12.5% 0% 11.8% 0%
Payer : Other payer 13.6% 11.5% 12.5% 11.8% 11.8% 12.5%
Payer : Unknown payer 13.6% 15.4% 20.8% 11.8% 11.8% 12.5%
Payer : No charge 13.6% 11.5% 8.3% 11.8% 11.8% 12.5%
Race : White 11.4% 11.5% 12.5% 11.8% 0% 12.5%
Race : Black 11.4% 15.4% 12.5% 17.6% 11.8% 12.5%
Race : Hispanic 13.6% 11.5% 8.3% 11.8% 17.6% 12.5%
Race : Asian or Pacific Islander 13.6% 7.7% 12.5% 11.8% 11.8% 12.5%
Race : Native American 15.9% 11.5% 12.5% 0% 11.8% 12.5%
Race : Other 13.6% 15.4% 16.7% 11.8% 11.8% 18.8%
Race : Race missing, unknown 13.6% 15.4% 12.5% 0% 11.8% 0%
Age Distribution
Age Count
20 - 39 60
40 - 59 240
60 - 79 620
80 - 99 520
Mean age First quartile Median Third quartile
71.66 years 62 years 74 years 84 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 100 350 670 330
Sex : Male 60.0% 60.0% 49.3% 39.4%
Sex : Female 30.0% 40.0% 50.7% 57.6%
Source : Routine, birth, etc 0% 14.3% 16.4% 18.2%
Source : Another hospital 0% 14.3% 14.9% 15.2%
Source : Another health facility including LTC 0% 17.1% 16.4% 18.2%
Source : Emergency department 0% 17.1% 14.9% 12.1%
Source : Unknown 20.0% 14.3% 19.4% 12.1%
Source : Court/Law enforcement 0% 14.3% 14.9% 18.2%
Disposition : Routine 70.0% 57.1% 34.3% 15.2%
Disposition : Transfer to short-term hospital 0% 8.6% 11.9% 12.1%
Disposition : Home Health Care 0% 8.6% 16.4% 15.2%
Disposition : Transfer other SNF, ICF, etc. 0% 20.0% 32.8% 51.5%
Payer : Medicare 0% 11.4% 14.9% 15.2%
Payer : Medicaid 20.0% 11.4% 11.9% 12.1%
Payer : Private insurance 0% 14.3% 13.4% 9.1%
Payer : Self-pay 0% 14.3% 11.9% 15.2%
Payer : Other payer 0% 11.4% 14.9% 12.1%
Payer : Unknown payer 0% 17.1% 14.9% 15.2%
Payer : No charge 0% 11.4% 14.9% 9.1%
Race : White 0% 14.3% 10.4% 15.2%
Race : Black 0% 11.4% 14.9% 12.1%
Race : Hispanic 0% 11.4% 14.9% 12.1%
Race : Asian or Pacific Islander 0% 14.3% 11.9% 12.1%
Race : Native American 0% 14.3% 11.9% 15.2%
Race : Other 0% 14.3% 16.4% 15.2%
Race : Race missing, unknown 0% 11.4% 14.9% 12.1%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 50
P8856 Coronary arteriography using two catheters 30
P8703 Computerized axial tomography of head 20
P3322 Fiber-optic bronchoscopy 20
P9955 Prophylactic administration of vaccine against other diseases 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 50
P311 Temporary tracheostomy 60
P9604 Insertion of endotracheal tube 1460
P966 Enteral infusion of concentrated nutritional substances 30
P8872 Diagnostic ultrasound of heart 80
P3324 Closed [endoscopic] biopsy of bronchus 90
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 440
P9960 Cardiopulmonary resuscitation, not otherwise specified 40
P5794 Insertion of indwelling urinary catheter 30
P0331 Spinal tap 30
P8853 Angiocardiography of left heart structures 20
P9904 Transfusion of packed cells 140
P4513 Other endoscopy of small intestine 20
P3995 Hemodialysis 50
P3491 Thoracentesis 30
P3895 Venous catheterization for renal dialysis 20
P3893 Venous catheterization, not elsewhere classified 370
P9396 Other oxygen enrichment 40
P8741 Computerized axial tomography of thorax 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 930
P9604_2 Insertion of endotracheal tube 2nd 40
P9390 Non-invasive mechanical ventilation 140
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 380
DG468 DRG V24 : EXTENSIVE O.R. PROCEDURE UNRELATED TO PRINCIPAL DIAGNOSIS 20
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 920
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 90
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D4148 Other specified forms of chronic ischemic heart disease 0 0 20
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 140
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 20
D42789 Other specified cardiac dysrhythmias 0 0 50
D5119 Unspecified pleural effusion 0 0 20
D4168 Other chronic pulmonary heart diseases 0 0 20
D4019 Unspecified essential hypertension 0 0 260
D3051 Tobacco use disorder 0 0 120
D311 Depressive disorder, not elsewhere classified 0 0 30
D2761 Hyposmolality and/or hyponatremia 0 0 60
D496 Chronic airway obstruction, not elsewhere classified 0 0 70
D4280 Congestive heart failure, unspecified 0 0 250
D5849 Acute kidney failure, unspecified 0 0 70
D49322 Chronic obstructive asthma with (acute) exacerbation 0 0 30
D2875 Thrombocytopenia, unspecified 0 0 20
D41071 Subendocardial infarction, initial episode of care 0 0 40
D2449 Unspecified acquired hypothyroidism 0 0 50
D78039 Other convulsions 0 0 20
D5180 Pulmonary collapse 0 0 30
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 160
D42731 Atrial fibrillation 0 0 120
D4589 Hypotension, unspecified 0 0 40
D5939 Unspecified disorder of kidney and ureter 0 0 30
DV5867 Long-term (current) use of insulin 0 0 20
DV1259 Personal history of other diseases of circulatory system 0 0 20
D51881 Acute respiratory failure 1460 0 670
DV090 Infection with microorganisms resistant to penicillins 0 0 20
D2720 Pure hypercholesterolemia 0 0 20
DV462 Other dependence on machines, supplemental oxygen 0 0 20
D4254 Other primary cardiomyopathies 0 0 40
D2767 Hyperpotassemia 0 0 40
D486 Pneumonia, organism unspecified 0 0 180
D2762 Acidosis 0 0 80
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D48241 Methicillin susceptible pneumonia due to Staphylococcus aureus 0 0 20
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 20
DV4581 Aortocoronary bypass status 0 0 30
D79902 Hypoxemia 0 0 20
D2768 Hypopotassemia 0 0 80
D41401 Coronary atherosclerosis of native coronary artery 0 0 90
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 20
D28860 Leukocytosis, unspecified 0 0 20
DV1582 Personal history of tobacco use 0 0 80
D2724 Other and unspecified hyperlipidemia 0 0 100
D5856 End stage renal disease 0 0 20
D5990 Urinary tract infection, site not specified 0 0 70
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0 0 30
D4275 Cardiac arrest 0 0 20
D49391 Asthma, unspecified type, with status asthmaticus 0 0 20
D3481 Anoxic brain damage 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 80
D2859 Anemia, unspecified 0 0 70
D5859 Chronic kidney disease, unspecified 0 0 30
D79029 Other abnormal glucose 0 0 30
D30500 Alcohol abuse, unspecified 0 0 20
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 50
D27800 Obesity, unspecified 0 0 40
D7872 Description not found for D7872 0 0 20
D53081 Esophageal reflux 0 0 20
D30000 Anxiety state, unspecified 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 0 0 30
D412 Old myocardial infarction 0 0 40
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 70
EE8497 Accidents occurring in residential institution 120
EE8490 Accident in home 110
EE8499 Accidents occurring in unspecified place 40