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)

2,850

Sex Count
Male 1980
Female 860
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 3.0 days FQ: 1 days Median: 2 days TQ: 3 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Procedure on two vessels ( P0041 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 2.29 days FQ: 1 days Median: 1 days TQ: 2 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 510
Another hospital 460
Another health facility including LTC 460
Emergency department 460
Unknown 480
Court/Law enforcement 460
Disposition Distribution
Disposition Count
Routine 2550
Transfer to short-term hospital 20
Home Health Care 130
Transfer other SNF, ICF, etc. 130
Payer Distribution
Payer Count
Medicare 410
Medicaid 410
Private insurance 420
Self-pay 420
Other payer 360
Unknown payer 420
No charge 390
Race Distribution
Race Count
White 380
Black 420
Hispanic 410
Asian or Pacific Islander 430
Native American 380
Other 400
Race missing, unknown 390
State variation
S1 S2
Count 1410 1440
Sex : Male 68.8% 70.1%
Sex : Female 30.5% 29.2%
Source : Routine, birth, etc 17.7% 17.4%
Source : Another hospital 14.9% 16.7%
Source : Another health facility including LTC 15.6% 16.0%
Source : Emergency department 16.3% 16.0%
Source : Unknown 17.0% 16.7%
Source : Court/Law enforcement 16.3% 16.0%
Disposition : Routine 88.7% 89.6%
Disposition : Home Health Care 4.3% 4.2%
Disposition : Transfer other SNF, ICF, etc. 4.3% 4.2%
Payer : Medicare 14.9% 13.2%
Payer : Medicaid 13.5% 15.3%
Payer : Private insurance 14.9% 13.9%
Payer : Self-pay 14.2% 14.6%
Payer : Other payer 12.8% 12.5%
Payer : Unknown payer 14.9% 14.6%
Payer : No charge 12.8% 13.9%
Race : White 14.2% 12.5%
Race : Black 14.9% 14.6%
Race : Hispanic 14.2% 14.6%
Race : Asian or Pacific Islander 15.6% 13.9%
Race : Native American 12.8% 13.9%
Race : Other 13.5% 13.9%
Race : Race missing, unknown 12.8% 14.6%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 590 510 480 440 430 370
Sex : Male 69.5% 68.6% 70.8% 70.5% 69.8% 67.6%
Sex : Female 30.5% 29.4% 29.2% 29.5% 30.2% 32.4%
Source : Routine, birth, etc 18.6% 15.7% 18.8% 15.9% 18.6% 16.2%
Source : Another hospital 16.9% 13.7% 14.6% 15.9% 16.3% 13.5%
Source : Another health facility including LTC 13.6% 15.7% 16.7% 15.9% 16.3% 16.2%
Source : Emergency department 16.9% 17.6% 14.6% 15.9% 14.0% 13.5%
Source : Unknown 15.3% 15.7% 14.6% 18.2% 16.3% 18.9%
Source : Court/Law enforcement 16.9% 13.7% 14.6% 13.6% 16.3% 16.2%
Disposition : Routine 91.5% 88.2% 87.5% 90.9% 88.4% 86.5%
Disposition : Transfer other SNF, ICF, etc. 3.4% 3.9% 4.2% 0% 0% 5.4%
Disposition : Home Health Care 3.4% 0% 4.2% 0% 4.7% 5.4%
Payer : Medicare 15.3% 13.7% 12.5% 15.9% 14.0% 13.5%
Payer : Medicaid 15.3% 13.7% 10.4% 13.6% 14.0% 16.2%
Payer : Private insurance 13.6% 15.7% 16.7% 11.4% 14.0% 13.5%
Payer : Self-pay 11.9% 11.8% 14.6% 13.6% 16.3% 16.2%
Payer : Other payer 13.6% 11.8% 14.6% 11.4% 11.6% 10.8%
Payer : Unknown payer 13.6% 15.7% 16.7% 13.6% 11.6% 10.8%
Payer : No charge 13.6% 11.8% 10.4% 13.6% 14.0% 13.5%
Race : White 11.9% 11.8% 14.6% 11.4% 11.6% 13.5%
Race : Black 13.6% 15.7% 14.6% 13.6% 14.0% 13.5%
Race : Hispanic 15.3% 13.7% 12.5% 13.6% 14.0% 13.5%
Race : Asian or Pacific Islander 15.3% 11.8% 14.6% 18.2% 14.0% 13.5%
Race : Native American 11.9% 11.8% 16.7% 11.4% 11.6% 13.5%
Race : Other 13.6% 13.7% 12.5% 13.6% 11.6% 13.5%
Race : Race missing, unknown 13.6% 13.7% 10.4% 13.6% 16.3% 10.8%
Age Distribution
Age Count
40 - 59 430
60 - 79 1560
80 - 99 830
Mean age First quartile Median Third quartile
72.33 years 64 years 73 years 81 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 760 1600 420
Sex : Male 80.3% 68.1% 57.1%
Sex : Female 19.7% 31.9% 42.9%
Source : Routine, birth, etc 18.4% 18.8% 14.3%
Source : Another hospital 14.5% 16.3% 16.7%
Source : Another health facility including LTC 14.5% 16.3% 16.7%
Source : Emergency department 15.8% 16.3% 16.7%
Source : Unknown 18.4% 16.3% 14.3%
Source : Court/Law enforcement 17.1% 15.0% 19.0%
Disposition : Routine 96.1% 90.6% 73.8%
Disposition : Home Health Care 0% 4.4% 9.5%
Disposition : Transfer other SNF, ICF, etc. 0% 3.8% 14.3%
Payer : Medicare 14.5% 13.1% 14.3%
Payer : Medicaid 13.2% 14.4% 14.3%
Payer : Private insurance 15.8% 13.1% 16.7%
Payer : Self-pay 13.2% 14.4% 14.3%
Payer : Other payer 13.2% 13.1% 9.5%
Payer : Unknown payer 14.5% 15.0% 11.9%
Payer : No charge 13.2% 14.4% 11.9%
Race : White 10.5% 14.4% 11.9%
Race : Black 14.5% 15.0% 11.9%
Race : Hispanic 13.2% 15.0% 14.3%
Race : Asian or Pacific Islander 15.8% 14.4% 16.7%
Race : Native American 15.8% 12.5% 11.9%
Race : Other 11.8% 15.0% 11.9%
Race : Race missing, unknown 14.5% 13.1% 11.9%
Procedure Distribution
Procedure Code Description Count
P9910 Injection or infusion of thrombolytic agent 100
P3812 Endarterectomy, other vessels of head and neck 120
P0045 Insertion of one vascular stent 300
P3723 Combined right and left heart cardiac catheterization 40
P8845 Arteriography of renal arteries 40
P8856 Coronary arteriography using two catheters 1130
P3761 Implant of pulsation balloon 20
P8842 Contrast aortogram 200
P3950 Angioplasty or atherectomy of other non-coronary vessel(s) 460
P3607 Insertion of drug-eluting coronary artery stent(s) 1170
P9920 Injection or infusion of platelet inhibitor 270
P0044 Procedure on vessel bifurcation 140
P3929 Other (peripheral) vascular shunt or bypass 60
P3990 Insertion of non-drug-eluting peripheral (non-coronary) vessel stent(s) 190
P9919 Injection of anticoagulant 60
P8872 Diagnostic ultrasound of heart 40
P3606 Insertion of non-drug-eluting coronary artery stent(s) 170
P3816 Endarterectomy, abdominal arteries 40
P8848_2 Arteriography of femoral and other lower extremity arteries 2nd 20
P0040 Procedure on single vessel 40
P0024 Intravascular imaging of coronary vessels 80
P8853 Angiocardiography of left heart structures 690
P9904 Transfusion of packed cells 80
P9929 Injection or infusion of other therapeutic or prophylactic substance 20
P3818 Endarterectomy, lower limb arteries 140
P8847 Arteriography of other intra-abdominal arteries 50
P0046 Insertion of two vascular stents 840
P0041 Procedure on two vessels 2850
P0048 Insertion of four or more vascular stents 150
P3893 Venous catheterization, not elsewhere classified 30
P8848 Arteriography of femoral and other lower extremity arteries 330
P3995 Hemodialysis 40
P0047 Insertion of three vascular stents 280
P8841 Arteriography of cerebral arteries 20
P8849 Arteriography of other specified sites 20
P3722 Left heart cardiac catheterization 900
P3971 Endovascular implantation of other graft in abdominal aorta 20
P8857 Other and unspecified coronary arteriography 40
P0066_2 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 2nd 30
P0066 Percutaneous transluminal coronary angioplasty [PTCA] or coronary atherectomy 1350
DRG Distribution
DRG Code Description Count
DG479 DRG V24 : OTHER VASCULAR PROCEDURES W/O CC 150
DG554 DRG V24 : OTHER VASCULAR PROCEDURES W CC W/O MAJOR CV DX 240
DG113 DRG V24 : AMPUTATION FOR CIRC SYSTEM DISORDERS EXCEPT UPPER LIMB & TOE 20
DG553 DRG V24 : OTHER VASCULAR PROCEDURES W CC W MAJOR CV DX 60
DG315 DRG V24 : OTHER KIDNEY & URINARY TRACT PROCEDURES 20
DG533 DRG V24 : EXTRACRANIAL PROCEDURES W CC 60
DG111 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W/O CC 40
DG110 DRG V24 : MAJOR CARDIOVASCULAR PROCEDURES W CC 90
DG557 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W MAJOR CV DX 700
DG534 DRG V24 : EXTRACRANIAL PROCEDURES W/O CC 60
DG556 DRG V24 : PERCUTANEOUS CARDIOVASC PROC W NON-DRUG-ELUTING STENT W/O MAJ CV DX 90
DG558 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W DRUG-ELUTING STENT W/O MAJ CV DX 960
DG518 DRG V24 : PERCUTANEOUS CARDIOVASC PROC W/O CORONARY ARTERY STENT OR AMI 30
DG555 DRG V24 : PERCUTANEOUS CARDIOVASCULAR PROC W MAJOR CV DX 140
Diagnosis Distribution
Diagnosis Code Description Primary POA All
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 0 480
DV1259 Personal history of other diseases of circulatory system 0 0 30
D5856 End stage renal disease 0 0 30
D5859 Chronic kidney disease, unspecified 0 0 60
D4280 Congestive heart failure, unspecified 0 0 120
D79439 Other nonspecific abnormal results of function study of cardiovascular system 0 0 20
D2859 Anemia, unspecified 0 0 80
D44024 Atherosclerosis of native arteries of the extremities with gangrene 40 0 30
D44020 Atherosclerosis of native arteries of the extremities, unspecified 30 0 60
D44021 Atherosclerosis of native arteries of the extremities with intermittent claudication 160 0 140
D44022 Atherosclerosis of native arteries of the extremities with rest pain 30 0 30
D44023 Atherosclerosis of native arteries of the extremities with ulceration 40 0 40
D43310 Occlusion and stenosis of carotid artery without mention of cerebral infarction 110 0 110
D70715 Ulcer of other part of foot 0 0 40
D2720 Pure hypercholesterolemia 0 0 270
D41011 Acute myocardial infarction of other anterior wall, initial episode of care 80 0 70
DV4581 Aortocoronary bypass status 0 0 130
D2724 Other and unspecified hyperlipidemia 0 0 980
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 260
DV4501 Cardiac pacemaker in situ 0 0 40
D25070 Diabetes with peripheral circulatory disorders, type II or unspecified type, not stated as uncontrolled 30 0 20
DV1581 Personal history of noncompliance with medical treatment, presenting hazards to health 0 0 20
D4111 Intermediate coronary syndrome 0 0 330
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 80
D49390 Asthma, unspecified type, unspecified 0 0 30
DV140 Personal history of allergy to penicillin 0 0 30
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 50
DV1046 Personal history of malignant neoplasm of prostate 0 0 30
D44422 Arterial embolism and thrombosis of lower extremity 20 0 40
D25060 Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled 0 0 30
D4471 Stricture of artery 0 0 30
DV173 Family history of ischemic heart disease 0 0 110
D4589 Hypotension, unspecified 0 0 20
D40290 Unspecified hypertensive heart disease without heart failure 0 0 40
D99812 Hematoma complicating a procedure 0 0 40
D42731 Atrial fibrillation 0 0 110
D4401 Atherosclerosis of renal artery 20 0 40
D4404 Chronic total occlusion of artery of the extremities 0 0 40
D4271 Paroxysmal ventricular tachycardia 0 0 30
D79029 Other abnormal glucose 0 0 20
D27801 Morbid obesity 0 0 20
D27800 Obesity, unspecified 0 0 140
D5939 Unspecified disorder of kidney and ureter 0 0 40
D41041 Acute myocardial infarction of other inferior wall, initial episode of care 90 0 70
D99674 Other complications due to other vascular device, implant, and graft 20 0 30
D99672 Other complications due to other cardiac device, implant, and graft 60 0 60
D42789 Other specified cardiac dysrhythmias 0 0 50
D4241 Aortic valve disorders 0 0 40
D4240 Mitral valve disorders 0 0 20
D4414 Abdominal aneurysm without mention of rupture 30 0 40
D25040 Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled 0 0 20
D41071 Subendocardial infarction, initial episode of care 360 0 260
D4254 Other primary cardiomyopathies 0 0 30
D2767 Hyperpotassemia 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 20
D2768 Hypopotassemia 0 0 20
D5853 Chronic kidney disease, Stage III (moderate) 0 0 20
D4019 Unspecified essential hypertension 0 0 1190
D5990 Urinary tract infection, site not specified 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 1170 0 1510
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 50
D4148 Other specified forms of chronic ischemic heart disease 0 0 50
D496 Chronic airway obstruction, not elsewhere classified 0 0 100
D4439 Peripheral vascular disease, unspecified 0 0 70
D4142 Chronic total occlusion of coronary artery 0 0 90
D45829 Other iatrogenic hypotension 0 0 20
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
D2449 Unspecified acquired hypothyroidism 0 0 110
D30000 Anxiety state, unspecified 0 0 30
D41091 Acute myocardial infarction of unspecified site, initial episode of care 20 0 20
DV5861 Long-term (current) use of anticoagulants 0 0 30
DV5863 Long-term (current) use of antiplatelet/antithrombotic 0 0 90
DV5867 Long-term (current) use of insulin 0 0 70
DV5866 Long-term (current) use of aspirin 0 0 180
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0 0 50
D73300 Osteoporosis, unspecified 0 0 20
D3051 Tobacco use disorder 0 0 260
D2749 Gout, unspecified 0 0 30
D53081 Esophageal reflux 0 0 150
DV4365 Knee joint replacement 0 0 20
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 60
D41402 Coronary atherosclerosis of autologous vein bypass graft 60 0 100
D4139 Other and unspecified angina pectoris 0 0 200
D41001 Acute myocardial infarction of anterolateral wall, initial episode of care 20 0 0
DV1582 Personal history of tobacco use 0 0 260
D412 Old myocardial infarction 0 0 200
External Causes Distribution
External Cause Code Description Count
EE8782 Surgical operation with anastomosis, bypass, or graft, with natural or artificial tissues used as implant causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20
EE8497 Accidents occurring in residential institution 140
EE8790 Cardiac catheterization as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 60
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
EE8490 Accident in home 50
EE8499 Accidents occurring in unspecified place 30