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)

2,360

Sex Count
Male 1880
Female 470
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 7.6 days FQ: 5 days Median: 7 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Single internal mammary-coronary artery bypass ( P3615 )

Mean ΔT: 1.33 days FQ: 0 days Median: 0 days TQ: 2 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 400
Another hospital 380
Another health facility including LTC 400
Emergency department 370
Unknown 380
Court/Law enforcement 400
Disposition Distribution
Disposition Count
Routine 1200
Home Health Care 920
Transfer other SNF, ICF, etc. 200
Payer Distribution
Payer Count
Medicare 350
Medicaid 320
Private insurance 370
Self-pay 350
Other payer 330
Unknown payer 310
No charge 310
Race Distribution
Race Count
White 360
Black 330
Hispanic 310
Asian or Pacific Islander 330
Native American 350
Other 320
Race missing, unknown 330
State variation
S1 S2
Count 1150 1210
Sex : Male 80.0% 79.3%
Sex : Female 19.1% 20.7%
Source : Routine, birth, etc 16.5% 16.5%
Source : Another hospital 14.8% 17.4%
Source : Another health facility including LTC 16.5% 16.5%
Source : Court/Law enforcement 17.4% 16.5%
Source : Emergency department 13.9% 16.5%
Source : Unknown 17.4% 14.9%
Disposition : Routine 52.2% 49.6%
Disposition : Transfer other SNF, ICF, etc. 8.7% 8.3%
Disposition : Home Health Care 37.4% 39.7%
Payer : Medicare 14.8% 14.0%
Payer : Medicaid 13.9% 13.2%
Payer : Private insurance 14.8% 16.5%
Payer : Self-pay 14.8% 14.0%
Payer : Other payer 13.9% 13.2%
Payer : Unknown payer 12.2% 14.0%
Payer : No charge 13.0% 13.2%
Race : White 14.8% 14.9%
Race : Black 14.8% 13.2%
Race : Hispanic 13.0% 13.2%
Race : Asian or Pacific Islander 14.8% 13.2%
Race : Native American 13.9% 14.9%
Race : Other 13.0% 14.0%
Race : Race missing, unknown 13.0% 14.9%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 460 430 400 390 330 320
Sex : Male 78.3% 81.4% 80.0% 79.5% 81.8% 78.1%
Sex : Female 21.7% 18.6% 20.0% 17.9% 18.2% 18.8%
Source : Routine, birth, etc 17.4% 18.6% 17.5% 12.8% 15.2% 15.6%
Source : Another hospital 15.2% 14.0% 17.5% 15.4% 15.2% 15.6%
Source : Another health facility including LTC 17.4% 14.0% 15.0% 20.5% 15.2% 15.6%
Source : Emergency department 17.4% 14.0% 17.5% 12.8% 9.1% 12.5%
Source : Unknown 13.0% 18.6% 12.5% 15.4% 18.2% 12.5%
Source : Court/Law enforcement 15.2% 16.3% 17.5% 15.4% 18.2% 18.8%
Disposition : Routine 52.2% 51.2% 50.0% 48.7% 48.5% 50.0%
Disposition : Transfer other SNF, ICF, etc. 6.5% 7.0% 10.0% 5.1% 9.1% 6.3%
Disposition : Home Health Care 37.0% 39.5% 37.5% 41.0% 36.4% 40.6%
Payer : Medicare 15.2% 16.3% 15.0% 12.8% 12.1% 12.5%
Payer : Medicaid 8.7% 14.0% 15.0% 10.3% 15.2% 15.6%
Payer : Private insurance 15.2% 14.0% 15.0% 12.8% 12.1% 18.8%
Payer : Self-pay 15.2% 14.0% 15.0% 12.8% 15.2% 12.5%
Payer : Other payer 13.0% 14.0% 12.5% 12.8% 15.2% 12.5%
Payer : Unknown payer 10.9% 14.0% 12.5% 12.8% 12.1% 12.5%
Payer : No charge 15.2% 11.6% 10.0% 15.4% 12.1% 9.4%
Race : White 15.2% 11.6% 17.5% 12.8% 15.2% 15.6%
Race : Black 13.0% 11.6% 15.0% 10.3% 12.1% 12.5%
Race : Hispanic 13.0% 14.0% 12.5% 12.8% 12.1% 12.5%
Race : Asian or Pacific Islander 13.0% 16.3% 10.0% 15.4% 12.1% 12.5%
Race : Native American 13.0% 14.0% 15.0% 12.8% 12.1% 15.6%
Race : Other 13.0% 11.6% 10.0% 15.4% 15.2% 12.5%
Race : Race missing, unknown 13.0% 14.0% 12.5% 12.8% 12.1% 12.5%
Age Distribution
Age Count
40 - 59 330
60 - 79 1500
80 - 99 520
Mean age First quartile Median Third quartile
71.0 years 64 years 71 years 79 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 690 1450 200
Sex : Male 84.1% 79.3% 70.0%
Sex : Female 15.9% 20.7% 25.0%
Source : Routine, birth, etc 18.8% 16.6% 10.0%
Source : Another hospital 17.4% 15.9% 10.0%
Source : Another health facility including LTC 14.5% 17.9% 15.0%
Source : Emergency department 15.9% 15.2% 15.0%
Source : Unknown 14.5% 15.9% 15.0%
Source : Court/Law enforcement 14.5% 17.2% 20.0%
Disposition : Routine 63.8% 48.3% 25.0%
Disposition : Home Health Care 31.9% 41.4% 40.0%
Disposition : Transfer other SNF, ICF, etc. 2.9% 8.3% 25.0%
Payer : Medicare 13.0% 15.2% 10.0%
Payer : Medicaid 11.6% 13.1% 15.0%
Payer : Private insurance 15.9% 15.2% 15.0%
Payer : Self-pay 14.5% 14.5% 10.0%
Payer : Other payer 14.5% 13.8% 10.0%
Payer : Unknown payer 11.6% 13.8% 10.0%
Payer : No charge 13.0% 13.1% 10.0%
Race : White 14.5% 15.9% 10.0%
Race : Black 13.0% 13.8% 15.0%
Race : Hispanic 14.5% 11.7% 15.0%
Race : Asian or Pacific Islander 13.0% 14.5% 10.0%
Race : Native American 13.0% 15.2% 15.0%
Race : Other 13.0% 14.5% 10.0%
Race : Race missing, unknown 14.5% 13.8% 10.0%
Procedure Distribution
Procedure Code Description Count
P3723 Combined right and left heart cardiac catheterization 20
P8856 Coronary arteriography using two catheters 600
P3761 Implant of pulsation balloon 60
P3961 Extracorporeal circulation auxiliary to open heart surgery 1440
P9974 Therapeutic plateletpheresis 20
P8842 Contrast aortogram 40
P9962 Other electric countershock of heart 20
P3733 Excision or destruction of other lesion or tissue of heart, open approach 20
P9604 Insertion of endotracheal tube 20
P3612 (Aorto)coronary bypass of two coronary arteries 680
P8872 Diagnostic ultrasound of heart 280
P8968 Monitoring of cardiac output by other technique 60
P3891 Arterial catheterization 30
P4223 Other esophagoscopy 20
P3963 Cardioplegia 100
P8871 Diagnostic ultrasound of head and neck 20
P8853 Angiocardiography of left heart structures 530
P9904 Transfusion of packed cells 620
P3619 Other bypass anastomosis for heart revascularization 40
P3613 (Aorto)coronary bypass of three coronary arteries 570
P3964 Intraoperative cardiac pacemaker 30
P8964 Pulmonary artery wedge monitoring 40
P3893 Venous catheterization, not elsewhere classified 50
P8848 Arteriography of femoral and other lower extremity arteries 40
P9905 Transfusion of platelets 150
P3995 Hemodialysis 20
P3491 Thoracentesis 20
P3611 (Aorto)coronary bypass of one coronary artery 260
P3631 Open chest transmyocardial revascularization 20
P3615 Single internal mammary-coronary artery bypass 2360
P3521 Open and other replacement of aortic valve with tissue graft 20
P3722 Left heart cardiac catheterization 590
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 50
P9900 Perioperative autologous transfusion of whole blood or blood components 70
P9907 Transfusion of other serum 150
P3614 (Aorto)coronary bypass of four or more coronary arteries 280
DRG Distribution
DRG Code Description Count
DG547 DRG V24 : CORONARY BYPASS W CARDIAC CATH W MAJOR CV DX 230
DG104 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W CARDIAC CATH 20
DG548 DRG V24 : CORONARY BYPASS W CARDIAC CATH W/O MAJOR CV DX 660
DG105 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W/O CARDIAC CATH 60
DG550 DRG V24 : CORONARY BYPASS W/O CARDIAC CATH W/O MAJOR CV DX 1010
DG549 DRG V24 : CORONARY BYPASS W/O CARDIAC CATH W MAJOR CV DX 230
DG108 DRG V24 : OTHER CARDIOTHORACIC PROCEDURES 90
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 90
D3659 Unspecified glaucoma 0 0 20
D2766 Description not found for D2766 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 450
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 40
D42789 Other specified cardiac dysrhythmias 0 0 70
D5119 Unspecified pleural effusion 0 0 50
DV1046 Personal history of malignant neoplasm of prostate 0 0 30
D4142 Chronic total occlusion of coronary artery 0 0 60
D5180 Pulmonary collapse 0 0 120
D3051 Tobacco use disorder 0 0 120
D311 Depressive disorder, not elsewhere classified 0 0 20
DV140 Personal history of allergy to penicillin 0 0 20
D4280 Congestive heart failure, unspecified 0 0 140
D28860 Leukocytosis, unspecified 0 0 30
D4241 Aortic valve disorders 0 0 40
D4240 Mitral valve disorders 0 0 60
D25040 Diabetes with renal manifestations, type II or unspecified type, not stated as uncontrolled 0 0 20
D4148 Other specified forms of chronic ischemic heart disease 0 0 60
D2875 Thrombocytopenia, unspecified 0 0 50
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 30
D41071 Subendocardial infarction, initial episode of care 0 0 30
D2449 Unspecified acquired hypothyroidism 0 0 80
D40290 Unspecified hypertensive heart disease without heart failure 0 0 20
DV173 Family history of ischemic heart disease 0 0 130
D30000 Anxiety state, unspecified 0 0 20
D53081 Esophageal reflux 0 0 150
D2851 Acute posthemorrhagic anemia 0 0 160
D4271 Paroxysmal ventricular tachycardia 0 0 20
DV5861 Long-term (current) use of anticoagulants 0 0 20
DV5863 Long-term (current) use of antiplatelet/antithrombotic 0 0 20
D43310 Occlusion and stenosis of carotid artery without mention of cerebral infarction 0 0 40
DV5866 Long-term (current) use of aspirin 0 0 140
DV5867 Long-term (current) use of insulin 0 0 50
D4439 Peripheral vascular disease, unspecified 0 0 50
D51881 Acute respiratory failure 0 0 30
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0 0 20
D9971 Cardiac complications, not elsewhere classified 0 0 120
D42732 Atrial flutter 0 0 20
D56400 Constipation, unspecified 0 0 30
D2800 Iron deficiency anemia secondary to blood loss (chronic) 0 0 30
D9975 Urinary complications, not elsewhere classified 0 0 20
D4254 Other primary cardiomyopathies 0 0 20
D45829 Other iatrogenic hypotension 0 0 20
D2749 Gout, unspecified 0 0 40
D2761 Hyposmolality and/or hyponatremia 0 0 20
D2720 Pure hypercholesterolemia 0 0 220
D4239 Unspecified disease of pericardium 0 0 20
D79902 Hypoxemia 0 0 20
D2768 Hypopotassemia 0 0 30
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 140
D41401 Coronary atherosclerosis of native coronary artery 2360 0 1350
D5185 Pulmonary insufficiency following trauma and surgery 0 0 40
DV1582 Personal history of tobacco use 0 0 270
D2724 Other and unspecified hyperlipidemia 0 0 760
D4019 Unspecified essential hypertension 0 0 940
D5990 Urinary tract infection, site not specified 0 0 30
D4111 Intermediate coronary syndrome 0 0 470
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
D2859 Anemia, unspecified 0 0 200
D5859 Chronic kidney disease, unspecified 0 0 40
D79029 Other abnormal glucose 0 0 40
D25002 Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled 0 0 20
D41072 Subendocardial infarction, subsequent episode of care 0 0 20
D42769 Other premature beats 0 0 20
D99811 Hemorrhage complicating a procedure 0 0 30
D5849 Acute kidney failure, unspecified 0 0 30
D5853 Chronic kidney disease, Stage III (moderate) 0 0 20
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
D27801 Morbid obesity 0 0 30
D27800 Obesity, unspecified 0 0 160
D5939 Unspecified disorder of kidney and ureter 0 0 50
D4139 Other and unspecified angina pectoris 0 0 270
D42731 Atrial fibrillation 0 0 280
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 150
EE8497 Accidents occurring in residential institution 270
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20