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)

1,550

Sex Count
Male 760
Female 760
Sex unknown 20
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 7.78 days FQ: 3 days Median: 5 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Other oxygen enrichment ( P9396 ) followed by Discharged or Transferred alive ( N1_d )

Mean ΔT: 6.62 days FQ: 2 days Median: 4 days TQ: 8 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 240
Another hospital 250
Another health facility including LTC 290
Emergency department 250
Unknown 250
Court/Law enforcement 240
Disposition Distribution
Disposition Count
Routine 940
Transfer to short-term hospital 110
Home Health Care 160
Transfer other SNF, ICF, etc. 290
Payer Distribution
Payer Count
Medicare 220
Medicaid 210
Private insurance 220
Self-pay 220
Other payer 220
Unknown payer 210
No charge 230
Race Distribution
Race Count
White 230
Black 190
Hispanic 230
Asian or Pacific Islander 220
Native American 220
Other 220
Race missing, unknown 220
State variation
S1 S2
Count 770 780
Sex : Male 49.4% 47.4%
Sex : Female 48.1% 50.0%
Source : Routine, birth, etc 14.3% 15.4%
Source : Another hospital 15.6% 15.4%
Source : Another health facility including LTC 19.5% 17.9%
Source : Emergency department 14.3% 17.9%
Source : Court/Law enforcement 18.2% 12.8%
Source : Unknown 15.6% 16.7%
Disposition : Routine 59.7% 61.5%
Disposition : Transfer to short-term hospital 6.5% 7.7%
Disposition : Home Health Care 10.4% 10.3%
Disposition : Transfer other SNF, ICF, etc. 20.8% 16.7%
Payer : Medicare 15.6% 12.8%
Payer : Medicaid 13.0% 12.8%
Payer : Private insurance 13.0% 14.1%
Payer : Self-pay 13.0% 15.4%
Payer : Other payer 14.3% 14.1%
Payer : Unknown payer 13.0% 12.8%
Payer : No charge 14.3% 15.4%
Race : White 15.6% 12.8%
Race : Black 11.7% 12.8%
Race : Hispanic 14.3% 14.1%
Race : Asian or Pacific Islander 14.3% 14.1%
Race : Native American 14.3% 14.1%
Race : Other 13.0% 15.4%
Race : Race missing, unknown 14.3% 14.1%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 390 390 270 140 160 180
Sex : Male 46.2% 48.7% 51.9% 50.0% 50.0% 44.4%
Sex : Female 51.3% 48.7% 48.1% 42.9% 50.0% 44.4%
Source : Routine, birth, etc 15.4% 12.8% 11.1% 14.3% 12.5% 16.7%
Source : Another hospital 12.8% 17.9% 18.5% 14.3% 12.5% 11.1%
Source : Another health facility including LTC 17.9% 17.9% 14.8% 21.4% 18.8% 16.7%
Source : Emergency department 17.9% 15.4% 14.8% 0% 12.5% 16.7%
Source : Unknown 17.9% 12.8% 18.5% 14.3% 12.5% 11.1%
Source : Court/Law enforcement 15.4% 15.4% 14.8% 14.3% 12.5% 16.7%
Disposition : Routine 53.8% 59.0% 55.6% 64.3% 75.0% 66.7%
Disposition : Transfer to short-term hospital 10.3% 5.1% 7.4% 0% 0% 0%
Disposition : Transfer other SNF, ICF, etc. 23.1% 17.9% 22.2% 14.3% 0% 0%
Disposition : Home Health Care 7.7% 12.8% 7.4% 0% 0% 11.1%
Payer : Medicare 12.8% 10.3% 14.8% 14.3% 12.5% 11.1%
Payer : Medicaid 12.8% 10.3% 14.8% 0% 12.5% 16.7%
Payer : Private insurance 10.3% 17.9% 11.1% 14.3% 12.5% 0%
Payer : Self-pay 15.4% 12.8% 14.8% 0% 12.5% 0%
Payer : Other payer 15.4% 12.8% 14.8% 0% 12.5% 11.1%
Payer : Unknown payer 12.8% 10.3% 11.1% 14.3% 12.5% 11.1%
Payer : No charge 12.8% 15.4% 11.1% 14.3% 0% 16.7%
Race : Black 12.8% 10.3% 11.1% 0% 12.5% 0%
Race : Hispanic 15.4% 10.3% 14.8% 14.3% 18.8% 11.1%
Race : Asian or Pacific Islander 12.8% 12.8% 11.1% 14.3% 18.8% 16.7%
Race : Native American 10.3% 15.4% 14.8% 14.3% 12.5% 11.1%
Race : Other 15.4% 12.8% 11.1% 14.3% 0% 11.1%
Race : Race missing, unknown 15.4% 12.8% 14.8% 0% 12.5% 11.1%
Race : White 12.8% 15.4% 11.1% 14.3% 12.5% 11.1%
Age Distribution
Age Count
20 - 39 100
40 - 59 330
60 - 79 540
80 - 99 560
Mean age First quartile Median Third quartile
69.68 years 57 years 71 years 85 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 150 450 590 350
Sex : Male 60.0% 57.8% 45.8% 34.3%
Sex : Female 33.3% 37.8% 52.5% 62.9%
Source : Routine, birth, etc 13.3% 17.8% 13.6% 14.3%
Source : Another hospital 13.3% 17.8% 13.6% 14.3%
Source : Another health facility including LTC 20.0% 15.6% 18.6% 17.1%
Source : Emergency department 13.3% 13.3% 16.9% 17.1%
Source : Unknown 13.3% 13.3% 15.3% 17.1%
Source : Court/Law enforcement 0% 15.6% 16.9% 14.3%
Disposition : Routine 80.0% 73.3% 57.6% 37.1%
Disposition : Transfer to short-term hospital 0% 6.7% 8.5% 5.7%
Disposition : Transfer other SNF, ICF, etc. 0% 8.9% 18.6% 37.1%
Disposition : Home Health Care 0% 6.7% 11.9% 14.3%
Payer : Medicare 13.3% 13.3% 15.3% 11.4%
Payer : Medicaid 0% 15.6% 11.9% 14.3%
Payer : Private insurance 13.3% 11.1% 13.6% 11.4%
Payer : Self-pay 13.3% 13.3% 13.6% 14.3%
Payer : Other payer 0% 13.3% 15.3% 11.4%
Payer : Unknown payer 13.3% 13.3% 11.9% 11.4%
Payer : No charge 13.3% 15.6% 13.6% 17.1%
Race : White 13.3% 13.3% 15.3% 14.3%
Race : Black 0% 13.3% 10.2% 11.4%
Race : Hispanic 20.0% 11.1% 13.6% 17.1%
Race : Asian or Pacific Islander 13.3% 15.6% 13.6% 11.4%
Race : Native American 13.3% 13.3% 13.6% 14.3%
Race : Other 0% 15.6% 13.6% 11.4%
Race : Race missing, unknown 0% 13.3% 13.6% 14.3%
Procedure Distribution
Procedure Code Description Count
P9923 Injection of steroid 30
P8703 Computerized axial tomography of head 80
P8801 Computerized axial tomography of abdomen 70
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9604 Insertion of endotracheal tube 180
P9904 Transfusion of packed cells 170
P966 Enteral infusion of concentrated nutritional substances 30
P8872 Diagnostic ultrasound of heart 170
P8838 Other computerized axial tomography 40
P9921 Injection of antibiotic 140
P8965 Measurement of systemic arterial blood gases 30
P8952 Electrocardiogram 50
P5794 Insertion of indwelling urinary catheter 20
P9394 Respiratory medication administered by nebulizer 270
P9339 Other physical therapy 30
P9929 Injection or infusion of other therapeutic or prophylactic substance 50
P4513 Other endoscopy of small intestine 20
P8877 Diagnostic ultrasound of peripheral vascular system 20
P3893 Venous catheterization, not elsewhere classified 80
P8944 Other cardiovascular stress test 20
P9301 Functional pt evaluation 20
P3995 Hemodialysis 40
P8876 Diagnostic ultrasound of abdomen and retroperitoneum 50
P8954 Electrographic monitoring 300
P9396 Other oxygen enrichment 1550
P8741 Computerized axial tomography of thorax 90
P9918 Injection or infusion of electrolytes 90
P3324 Closed [endoscopic] biopsy of bronchus 20
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 20
P9375 Other speech training and therapy 20
P9383 Occupational therapy 30
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 130
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 100
P9390 Non-invasive mechanical ventilation 80
DRG Distribution
DRG Code Description Count
DG127 DRG V24 : HEART FAILURE & SHOCK 80
DG395 DRG V24 : RED BLOOD CELL DISORDERS AGE >17 20
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 50
DG143 DRG V24 : CHEST PAIN 50
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 50
DG122 DRG V24 : CIRCULATORY DISORDERS W AMI W/O MAJOR COMP, DISCHARGED ALIVE 20
DG88 DRG V24 : CHRONIC OBSTRUCTIVE PULMONARY DISEASE 90
DG87 DRG V24 : PULMONARY EDEMA & RESPIRATORY FAILURE 20
DG89 DRG V24 : SIMPLE PNEUMONIA & PLEURISY AGE >17 W CC 110
DG462 DRG V24 : REHABILITATION 20
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 40
DG79 DRG V24 : RESPIRATORY INFECTIONS & INFLAMMATIONS AGE >17 W CC 20
DG121 DRG V24 : CIRCULATORY DISORDERS W AMI & MAJOR COMP, DISCHARGED ALIVE 20
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 30
DG544 DRG V24 : MAJOR JOINT REPLACEMENT OR REATTACHMENT OF LOWER EXTREMITY 20
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 70
D25002 Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 150
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 30
D42789 Other specified cardiac dysrhythmias 0 0 40
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 20
D5180 Pulmonary collapse 0 0 20
D3051 Tobacco use disorder 0 0 120
D311 Depressive disorder, not elsewhere classified 0 0 30
D4280 Congestive heart failure, unspecified 70 0 150
D5849 Acute kidney failure, unspecified 0 0 40
D78650 Chest pain, unspecified 0 0 20
D49322 Chronic obstructive asthma with (acute) exacerbation 20 0 20
D41071 Subendocardial infarction, initial episode of care 20 0 20
D2449 Unspecified acquired hypothyroidism 0 0 60
D78659 Other chest pain 40 0 40
D49121 Obstructive chronic bronchitis with (acute) exacerbation 70 0 90
D42731 Atrial fibrillation 0 0 90
D99592 Severe sepsis 0 0 20
D99591 Sepsis 0 0 20
D2720 Pure hypercholesterolemia 0 0 30
DV5867 Long-term (current) use of insulin 0 0 20
D51881 Acute respiratory failure 80 0 100
D73300 Osteoporosis, unspecified 0 0 30
D56400 Constipation, unspecified 0 0 20
DV462 Other dependence on machines, supplemental oxygen 0 0 40
DV5789 Care involving other specified rehabilitation procedure 20 0 0
D486 Pneumonia, organism unspecified 120 0 180
D2761 Hyposmolality and/or hyponatremia 0 0 40
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 20
DV4581 Aortocoronary bypass status 0 0 20
D79902 Hypoxemia 0 0 60
D2768 Hypopotassemia 0 0 50
D41401 Coronary atherosclerosis of native coronary artery 0 0 70
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 30
DV1582 Personal history of tobacco use 0 0 110
D2724 Other and unspecified hyperlipidemia 0 0 130
D4019 Unspecified essential hypertension 0 0 370
D5990 Urinary tract infection, site not specified 0 0 90
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 20
D49390 Asthma, unspecified type, unspecified 0 0 30
D2809 Iron deficiency anemia, unspecified 0 0 20
D2859 Anemia, unspecified 0 0 80
D5859 Chronic kidney disease, unspecified 0 0 30
D79029 Other abnormal glucose 0 0 20
D27651 Dehydration 0 0 70
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 30
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 20
D27800 Obesity, unspecified 0 0 40
D5939 Unspecified disorder of kidney and ureter 0 0 30
D53081 Esophageal reflux 0 0 80
D30000 Anxiety state, unspecified 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 50 0 30
D412 Old myocardial infarction 0 0 30
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 30
EE8497 Accidents occurring in residential institution 90
EE8490 Accident in home 100
EE8859 Fall from other slipping, tripping, or stumbling 20
EE8498 Accidents occurring in other specified places 20
EE8499 Accidents occurring in unspecified place 30