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)

780

Sex Count
Male 510
Female 260
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 7.65 days FQ: 5 days Median: 6 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Open and other replacement of aortic valve with tissue graft ( P3521 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 7.24 days FQ: 5 days Median: 6 days TQ: 8 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 130
Another hospital 120
Emergency department 110
Unknown 150
Court/Law enforcement 120
Another health facility including LTC 130
Disposition Distribution
Disposition Count
Routine 330
Home Health Care 330
Transfer other SNF, ICF, etc. 110
Payer Distribution
Payer Count
Medicare 90
Private insurance 110
Self-pay 110
Other payer 120
Unknown payer 120
No charge 110
Medicaid 100
Race Distribution
Race Count
White 90
Black 110
Hispanic 110
Asian or Pacific Islander 130
Native American 100
Other 110
Race missing, unknown 110
State variation
S1 S2
Count 390 390
Sex : Male 64.1% 66.7%
Sex : Female 35.9% 30.8%
Source : Routine, birth, etc 15.4% 17.9%
Source : Another hospital 12.8% 15.4%
Source : Another health facility including LTC 17.9% 15.4%
Source : Emergency department 15.4% 12.8%
Source : Unknown 17.9% 17.9%
Source : Court/Law enforcement 15.4% 15.4%
Disposition : Routine 41.0% 41.0%
Disposition : Home Health Care 41.0% 41.0%
Disposition : Transfer other SNF, ICF, etc. 15.4% 12.8%
Payer : Medicare 12.8% 10.3%
Payer : Medicaid 12.8% 10.3%
Payer : Private insurance 15.4% 12.8%
Payer : Self-pay 12.8% 12.8%
Payer : Other payer 12.8% 15.4%
Payer : Unknown payer 12.8% 15.4%
Payer : No charge 15.4% 12.8%
Race : White 12.8% 10.3%
Race : Black 15.4% 10.3%
Race : Hispanic 12.8% 12.8%
Race : Asian or Pacific Islander 15.4% 15.4%
Race : Native American 12.8% 12.8%
Race : Other 12.8% 15.4%
Race : Race missing, unknown 12.8% 12.8%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 130 120 120 140 140 120
Sex : Male 69.2% 66.7% 58.3% 64.3% 64.3% 58.3%
Sex : Female 30.8% 25.0% 41.7% 28.6% 35.7% 33.3%
Source : Routine, birth, etc 15.4% 0% 16.7% 0% 14.3% 16.7%
Source : Another health facility including LTC 15.4% 16.7% 16.7% 14.3% 0% 0%
Source : Unknown 23.1% 16.7% 16.7% 14.3% 14.3% 16.7%
Source : Court/Law enforcement 15.4% 0% 0% 14.3% 14.3% 16.7%
Disposition : Routine 38.5% 33.3% 41.7% 42.9% 42.9% 33.3%
Disposition : Home Health Care 46.2% 50.0% 41.7% 35.7% 28.6% 50.0%
Payer : Self-pay 23.1% 0% 0% 0% 0% 0%
Payer : Unknown payer 15.4% 0% 16.7% 0% 14.3% 0%
Race : Black 15.4% 0% 0% 14.3% 14.3% 0%
Race : Asian or Pacific Islander 15.4% 16.7% 16.7% 14.3% 0% 16.7%
Race : Race missing, unknown 15.4% 0% 0% 14.3% 0% 0%
Payer : Private insurance 0% 16.7% 0% 0% 0% 16.7%
Race : Other 0% 16.7% 0% 0% 0% 16.7%
Disposition : Transfer other SNF, ICF, etc. 0% 0% 16.7% 0% 14.3% 0%
Race : Native American 0% 0% 16.7% 0% 21.4% 0%
Source : Another hospital 0% 0% 0% 14.3% 14.3% 0%
Source : Emergency department 0% 0% 0% 14.3% 14.3% 0%
Payer : Medicaid 0% 0% 0% 14.3% 0% 0%
Payer : Other payer 0% 0% 0% 14.3% 14.3% 16.7%
Payer : No charge 0% 0% 0% 14.3% 14.3% 0%
Race : Hispanic 0% 0% 0% 0% 14.3% 0%
Age Distribution
Age Count
80 - 99 360
40 - 59 60
60 - 79 340
Mean age First quartile Median Third quartile
76.07 years 69 years 78 years 85 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 130 450 180
Sex : Male 69.2% 64.4% 66.7%
Sex : Female 23.1% 35.6% 27.8%
Source : Routine, birth, etc 15.4% 17.8% 11.1%
Source : Another hospital 0% 13.3% 16.7%
Source : Another health facility including LTC 15.4% 15.6% 16.7%
Source : Emergency department 15.4% 15.6% 11.1%
Source : Unknown 23.1% 17.8% 16.7%
Source : Court/Law enforcement 15.4% 15.6% 11.1%
Disposition : Routine 61.5% 42.2% 22.2%
Disposition : Transfer other SNF, ICF, etc. 0% 11.1% 27.8%
Disposition : Home Health Care 30.8% 44.4% 38.9%
Payer : Medicare 0% 11.1% 11.1%
Payer : Medicaid 15.4% 11.1% 11.1%
Payer : Private insurance 15.4% 11.1% 11.1%
Payer : Other payer 0% 15.6% 11.1%
Payer : Unknown payer 15.4% 15.6% 11.1%
Payer : Self-pay 0% 13.3% 11.1%
Race : White 0% 11.1% 11.1%
Race : Black 15.4% 11.1% 11.1%
Race : Hispanic 0% 13.3% 11.1%
Race : Asian or Pacific Islander 15.4% 17.8% 11.1%
Race : Native American 15.4% 11.1% 11.1%
Race : Other 0% 13.3% 16.7%
Race : Race missing, unknown 0% 15.6% 11.1%
Payer : No charge 0% 15.6% 0%
Procedure Distribution
Procedure Code Description Count
P3783 Initial insertion of dual-chamber device 20
P9904 Transfusion of packed cells 260
P3964 Intraoperative cardiac pacemaker 20
P8872 Diagnostic ultrasound of heart 190
P8968 Monitoring of cardiac output by other technique 20
P3521 Open and other replacement of aortic valve with tissue graft 780
P3893 Venous catheterization, not elsewhere classified 30
P3845 Resection of vessel with replacement, thoracic vessels 50
P3772 Initial insertion of transvenous leads [electrodes] into atrium and ventricle 20
P3615 Single internal mammary-coronary artery bypass 110
P3961 Extracorporeal circulation auxiliary to open heart surgery 660
P3523 Open and other replacement of mitral valve with tissue graft 20
P3963 Cardioplegia 30
P3736 Excision, destruction, or exclusion of left atrial appendage (LAA) 20
P9905 Transfusion of platelets 80
P3612 (Aorto)coronary bypass of two coronary arteries 50
P3733 Excision or destruction of other lesion or tissue of heart, open approach 30
P3611 (Aorto)coronary bypass of one coronary artery 90
P9900 Perioperative autologous transfusion of whole blood or blood components 20
P9907 Transfusion of other serum 80
P3491 Thoracentesis 20
DRG Distribution
DRG Code Description Count
DG105 DRG V24 : CARDIAC VALVE & OTHER MAJOR CARDIOTHORACIC PROC W/O CARDIAC CATH 780
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D5119 Unspecified pleural effusion 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 70
D42789 Other specified cardiac dysrhythmias 0 0 30
D496 Chronic airway obstruction, not elsewhere classified 0 0 20
D4168 Other chronic pulmonary heart diseases 0 0 30
D4019 Unspecified essential hypertension 0 0 240
D3963 Mitral valve insufficiency and aortic valve insufficiency 20 0 0
D4280 Congestive heart failure, unspecified 0 0 90
D4412 Thoracic aneurysm without mention of rupture 0 0 40
D3962 Mitral valve insufficiency and aortic valve stenosis 50 0 20
D7464 Congenital insufficiency of aortic valve 20 0 30
D4241 Aortic valve disorders 570 0 320
D2875 Thrombocytopenia, unspecified 0 0 40
D2859 Anemia, unspecified 0 0 80
D2449 Unspecified acquired hypothyroidism 0 0 40
D2851 Acute posthemorrhagic anemia 0 0 60
DV5866 Long-term (current) use of aspirin 0 0 30
D9971 Cardiac complications, not elsewhere classified 0 0 50
D42732 Atrial flutter 0 0 20
D42731 Atrial fibrillation 0 0 150
D4254 Other primary cardiomyopathies 0 0 20
D3051 Tobacco use disorder 0 0 20
D53081 Esophageal reflux 0 0 40
D2720 Pure hypercholesterolemia 0 0 40
D2724 Other and unspecified hyperlipidemia 0 0 190
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 30
D41401 Coronary atherosclerosis of native coronary artery 30 0 170
D5185 Pulmonary insufficiency following trauma and surgery 0 0 20
DV1582 Personal history of tobacco use 0 0 80
D5180 Pulmonary collapse 0 0 50
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 30
D79029 Other abnormal glucose 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D27800 Obesity, unspecified 0 0 40
External Causes Distribution
External Cause Code Description Count
EE8781 Surgical operation with implant of artificial internal device causing abnormal patient reaction, or later complication,without mention of misadventure at time of operation 30
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 40
EE8497 Accidents occurring in residential institution 140