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)

2,840

Sex Count
Male 1510
Female 1300
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 2.93 days FQ: 1 days Median: 2 days TQ: 4 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Discharge, Transferred or Died ( N1_x )

Mean ΔT: 2.93 days FQ: 1 days Median: 2 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 450
Another hospital 540
Another health facility including LTC 440
Emergency department 480
Unknown 480
Court/Law enforcement 430
Disposition Distribution
Disposition Count
Routine 2420
Home Health Care 210
Transfer other SNF, ICF, etc. 170
Payer Distribution
Payer Count
Medicare 410
Medicaid 390
Private insurance 400
Self-pay 380
Other payer 400
Unknown payer 430
No charge 410
Race Distribution
Race Count
White 400
Black 380
Hispanic 420
Asian or Pacific Islander 400
Native American 400
Other 430
Race missing, unknown 380
State variation
S1 S2
Count 1430 1400
Sex : Male 53.8% 52.9%
Sex : Female 45.5% 46.4%
Source : Routine, birth, etc 15.4% 15.7%
Source : Another hospital 18.2% 19.3%
Source : Another health facility including LTC 16.8% 14.3%
Source : Emergency department 16.1% 17.9%
Source : Unknown 16.8% 16.4%
Source : Court/Law enforcement 14.7% 15.0%
Disposition : Routine 87.4% 83.6%
Disposition : Home Health Care 6.3% 8.6%
Disposition : Transfer other SNF, ICF, etc. 4.9% 7.1%
Payer : Medicare 14.0% 14.3%
Payer : Medicaid 12.6% 14.3%
Payer : Private insurance 14.7% 13.6%
Payer : Self-pay 12.6% 13.6%
Payer : Other payer 14.7% 12.9%
Payer : Unknown payer 14.7% 15.7%
Payer : No charge 14.7% 13.6%
Race : White 14.0% 14.3%
Race : Black 13.3% 13.6%
Race : Hispanic 14.7% 14.3%
Race : Asian or Pacific Islander 14.7% 12.9%
Race : Native American 14.0% 14.3%
Race : Other 14.7% 15.7%
Race : Race missing, unknown 13.3% 13.6%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 580 540 470 430 410 390
Sex : Male 51.7% 53.7% 53.2% 51.2% 51.2% 51.3%
Sex : Female 44.8% 44.4% 44.7% 46.5% 46.3% 43.6%
Source : Routine, birth, etc 13.8% 16.7% 12.8% 16.3% 17.1% 12.8%
Source : Another hospital 19.0% 18.5% 17.0% 20.9% 17.1% 15.4%
Source : Another health facility including LTC 13.8% 14.8% 12.8% 14.0% 17.1% 15.4%
Source : Emergency department 17.2% 16.7% 19.1% 14.0% 19.5% 12.8%
Source : Unknown 17.2% 14.8% 19.1% 16.3% 12.2% 17.9%
Source : Court/Law enforcement 15.5% 14.8% 14.9% 14.0% 12.2% 15.4%
Disposition : Routine 87.9% 87.0% 85.1% 83.7% 82.9% 82.1%
Disposition : Transfer other SNF, ICF, etc. 5.2% 3.7% 6.4% 4.7% 4.9% 5.1%
Disposition : Home Health Care 3.4% 5.6% 6.4% 9.3% 9.8% 7.7%
Payer : Medicare 13.8% 14.8% 12.8% 11.6% 12.2% 12.8%
Payer : Medicaid 13.8% 14.8% 12.8% 11.6% 12.2% 12.8%
Payer : Private insurance 13.8% 11.1% 12.8% 14.0% 14.6% 12.8%
Payer : Self-pay 12.1% 14.8% 10.6% 11.6% 12.2% 10.3%
Payer : Other payer 10.3% 13.0% 12.8% 11.6% 14.6% 17.9%
Payer : Unknown payer 13.8% 14.8% 14.9% 16.3% 17.1% 10.3%
Payer : No charge 15.5% 11.1% 14.9% 14.0% 12.2% 15.4%
Race : White 12.1% 14.8% 12.8% 11.6% 14.6% 12.8%
Race : Black 12.1% 14.8% 12.8% 11.6% 12.2% 10.3%
Race : Hispanic 12.1% 13.0% 14.9% 16.3% 14.6% 15.4%
Race : Asian or Pacific Islander 13.8% 13.0% 12.8% 11.6% 12.2% 12.8%
Race : Native American 15.5% 11.1% 14.9% 11.6% 12.2% 15.4%
Race : Other 15.5% 16.7% 12.8% 14.0% 14.6% 12.8%
Race : Race missing, unknown 12.1% 13.0% 12.8% 14.0% 12.2% 12.8%
Age Distribution
Age Count
20 - 39 30
100 - 119 30
40 - 59 110
60 - 79 920
80 - 99 1730
Mean age First quartile Median Third quartile
80.96 years 75 years 83 years 89 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 220 1410 1150
Sex : Male 54.5% 56.0% 49.6%
Sex : Female 45.5% 43.3% 49.6%
Source : Court/Law enforcement 13.6% 14.2% 15.7%
Source : Routine, birth, etc 18.2% 15.6% 15.7%
Source : Another hospital 18.2% 18.4% 18.3%
Source : Another health facility including LTC 13.6% 14.9% 16.5%
Source : Emergency department 18.2% 17.7% 15.7%
Source : Unknown 13.6% 17.7% 15.7%
Disposition : Routine 100.0% 90.1% 77.4%
Disposition : Transfer other SNF, ICF, etc. 0% 3.5% 10.4%
Disposition : Home Health Care 0% 5.7% 10.4%
Payer : Medicare 13.6% 14.9% 13.0%
Payer : Medicaid 13.6% 12.1% 13.9%
Payer : Private insurance 13.6% 14.2% 13.9%
Payer : Self-pay 13.6% 12.8% 12.2%
Payer : Other payer 9.1% 14.2% 13.9%
Payer : Unknown payer 13.6% 17.0% 13.9%
Payer : No charge 13.6% 12.8% 16.5%
Race : White 13.6% 12.8% 15.7%
Race : Black 13.6% 12.8% 13.9%
Race : Hispanic 13.6% 15.6% 13.0%
Race : Asian or Pacific Islander 9.1% 15.6% 12.2%
Race : Native American 13.6% 13.5% 14.8%
Race : Other 13.6% 15.6% 13.9%
Race : Race missing, unknown 13.6% 13.5% 13.0%
Procedure Distribution
Procedure Code Description Count
P8856 Coronary arteriography using two catheters 90
P3772 Initial insertion of transvenous leads [electrodes] into atrium and ventricle 2390
P9955 Prophylactic administration of vaccine against other diseases 30
P3781 Initial insertion of single-chamber device, not specified as rate responsive 140
P8872 Diagnostic ultrasound of heart 140
P0050 Implantation of cardiac resynchronization pacemaker without mention of defibrillation, total system [CRT-P] 30
P3782 Initial insertion of single-chamber device, rate responsive 140
P8867 Phlebography of other specified sites using contrast material 50
P3726 Catheter based invasive electrophysiologic testing 60
P3783 Initial insertion of dual-chamber device 2400
P8945 Artificial pacemaker rate check 40
P8853 Angiocardiography of left heart structures 70
P9904 Transfusion of packed cells 50
P3776 Replacement of transvenous atrial and/or ventricular lead(s) [electrode] 80
P8659 Closure of skin and subcutaneous tissue of other sites 20
P3893 Venous catheterization, not elsewhere classified 20
P3404 Insertion of intercostal catheter for drainage 20
P9961 Atrial cardioversion 20
P3734 Excision or destruction of other lesion or tissue of heart, endovascular approach 60
P3727 Cardiac mapping 30
P3778 Insertion of temporary transvenous pacemaker system 130
P3771 Initial insertion of transvenous lead [electrode] into ventricle 260
P3775 Revision of lead [electrode] 30
P3722 Left heart cardiac catheterization 70
P3787 Replacement of any type pacemaker device with dual-chamber device 60
P9907 Transfusion of other serum 30
P8749 Other chest x-ray 80
DRG Distribution
DRG Code Description Count
DG552 DRG V24 : OTHER PERMANENT CARDIAC PACEMAKER IMPLANT W/O MAJOR CV DX 2840
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 340
D5990 Urinary tract infection, site not specified 0 0 50
D2859 Anemia, unspecified 0 0 110
D78659 Other chest pain 0 0 20
D43310 Occlusion and stenosis of carotid artery without mention of cerebral infarction 0 0 20
D42611 First degree atrioventricular block 0 0 60
D42610 Atrioventricular block, unspecified 0 0 40
D42613 Other second degree atrioventricular block 150 0 180
D42612 Mobitz (type) II atrioventricular block 90 0 100
D2720 Pure hypercholesterolemia 0 0 160
DV1259 Personal history of other diseases of circulatory system 0 0 40
DV4581 Aortocoronary bypass status 0 0 130
D2724 Other and unspecified hyperlipidemia 0 0 600
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 110
DV1582 Personal history of tobacco use 0 0 220
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 100
D49390 Asthma, unspecified type, unspecified 0 0 40
DV5331 Fitting and adjustment of cardiac pacemaker 20 0 0
DV140 Personal history of allergy to penicillin 0 0 30
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 110
DV1046 Personal history of malignant neoplasm of prostate 0 0 40
D4269 Conduction disorder, unspecified 0 0 20
D4264 Right bundle branch block 0 0 50
D4266 Other heart block 0 0 20
D4260 Atrioventricular block, complete 570 0 520
D4263 Other left bundle branch block 0 0 40
D71690 Arthropathy, unspecified, site unspecified 0 0 20
DV173 Family history of ischemic heart disease 0 0 20
D7804 Dizziness and giddiness 0 0 20
D4589 Hypotension, unspecified 0 0 30
D40290 Unspecified hypertensive heart disease without heart failure 0 0 70
D7802 Syncope and collapse 20 0 220
D42732 Atrial flutter 20 0 120
D42731 Atrial fibrillation 170 0 600
D3659 Unspecified glaucoma 0 0 30
D79029 Other abnormal glucose 0 0 20
D4270 Paroxysmal supraventricular tachycardia 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 300
DV4364 Hip joint replacement 0 0 20
D27800 Obesity, unspecified 0 0 80
D5939 Unspecified disorder of kidney and ureter 0 0 40
D42789 Other specified cardiac dysrhythmias 200 0 330
D4168 Other chronic pulmonary heart diseases 0 0 30
D42781 Sinoatrial node dysfunction 1350 0 1110
D4241 Aortic valve disorders 0 0 80
D4240 Mitral valve disorders 0 0 60
D25040 Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled 0 0 20
D42653 Other bilateral bundle branch block 0 0 20
D42652 Right bundle branch block and left anterior fascicular block 0 0 20
D3310 Alzheimer's disease 0 0 30
D78057 Unspecified sleep apnea 0 0 20
D4254 Other primary cardiomyopathies 0 0 40
D2767 Hyperpotassemia 0 0 20
D99601 Mechanical complication due to cardiac pacemaker (electrode) 60 0 80
D2761 Hyposmolality and/or hyponatremia 0 0 30
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 50
D2768 Hypopotassemia 0 0 30
DV103 Personal history of malignant neoplasm of breast 0 0 40
D5853 Chronic kidney disease, Stage III (moderate) 0 0 20
D4019 Unspecified essential hypertension 0 0 1180
D5859 Chronic kidney disease, unspecified 0 0 70
D29410 Dementia in conditions classified elsewhere without behavioral disturbance 0 0 30
D27651 Dehydration 0 0 50
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 70
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 20
D496 Chronic airway obstruction, not elsewhere classified 0 0 90
D4439 Peripheral vascular disease, unspecified 0 0 30
D311 Depressive disorder, not elsewhere classified 0 0 40
D5849 Acute kidney failure, unspecified 0 0 30
DV0382 Other specified vaccinations against streptococcus pneumoniae [pneumococcus] 0 0 20
D2875 Thrombocytopenia, unspecified 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 220
D30000 Anxiety state, unspecified 0 0 40
DV5861 Long-term (current) use of anticoagulants 0 0 140
DV5867 Long-term (current) use of insulin 0 0 20
DV5866 Long-term (current) use of aspirin 0 0 110
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0 0 60
D73300 Osteoporosis, unspecified 0 0 80
DV1251 Personal history of venous thrombosis and embolism 0 0 30
D5121 Iatrogenic pneumothorax 0 0 20
D3051 Tobacco use disorder 0 0 80
D3970 Diseases of tricuspid valve 0 0 20
D2749 Gout, unspecified 0 0 40
D53081 Esophageal reflux 0 0 140
DV4365 Knee joint replacement 0 0 30
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 120
D4139 Other and unspecified angina pectoris 0 0 20
DV433 Heart valve replaced by other means 0 0 30
D42769 Other premature beats 0 0 20
DV1005 Personal history of malignant neoplasm of large intestine 0 0 30
D412 Old myocardial infarction 0 0 80
External Causes Distribution
External Cause Code Description Count
EE8859 Fall from other slipping, tripping, or stumbling 20
EE8889 Unspecified fall 70
EE8781 Surgical operation with implant of artificial internal device causing abnormal patient reaction, or later complication,without mention of misadventure at time of operation 40
EE8497 Accidents occurring in residential institution 100
EE8490 Accident in home 150
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 20
EE8499 Accidents occurring in unspecified place 40