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)

1,830

Sex Count
Male 910
Female 880
Sex unknown 30
In hospital
Mortality

14.75 %

Length of Stay Distribution
Mean LOS: 7.94 days FQ: 2 days Median: 4 days TQ: 9 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Other oxygen enrichment ( P9396 ) followed by Discharge, Transferred or Died ( N1_x )

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 290
Another hospital 300
Another health facility including LTC 340
Emergency department 300
Unknown 290
Court/Law enforcement 300
Disposition Distribution
Disposition Count
Routine 940
Transfer to short-term hospital 110
Home Health Care 160
Died in hospital 270
Transfer other SNF, ICF, etc. 290
Payer Distribution
Payer Count
Medicare 250
Medicaid 250
Private insurance 260
Self-pay 270
Other payer 260
Unknown payer 240
No charge 260
Race Distribution
Race Count
White 260
Black 230
Hispanic 260
Asian or Pacific Islander 260
Native American 270
Other 260
Race missing, unknown 260
State variation
S1 S2
Count 910 910
Sex : Male 50.5% 48.4%
Sex : Female 47.3% 49.5%
Source : Routine, birth, etc 15.4% 15.4%
Source : Another hospital 15.4% 16.5%
Source : Another health facility including LTC 18.7% 18.7%
Source : Emergency department 14.3% 17.6%
Source : Court/Law enforcement 18.7% 14.3%
Source : Unknown 15.4% 15.4%
Disposition : Routine 50.5% 52.7%
Disposition : Transfer to short-term hospital 5.5% 6.6%
Disposition : Home Health Care 8.8% 8.8%
Disposition : Died in hospital 15.4% 14.3%
Disposition : Transfer other SNF, ICF, etc. 17.6% 14.3%
Payer : Medicare 14.3% 12.1%
Payer : Medicaid 13.2% 14.3%
Payer : Private insurance 14.3% 13.2%
Payer : Self-pay 13.2% 15.4%
Payer : Other payer 14.3% 14.3%
Payer : Unknown payer 13.2% 12.1%
Payer : No charge 13.2% 15.4%
Race : White 15.4% 13.2%
Race : Black 12.1% 13.2%
Race : Hispanic 14.3% 14.3%
Race : Asian or Pacific Islander 14.3% 14.3%
Race : Native American 14.3% 14.3%
Race : Other 13.2% 15.4%
Race : Race missing, unknown 14.3% 14.3%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 510 480 330 150 160 180
Sex : Male 49.0% 47.9% 51.5% 46.7% 50.0% 50.0%
Sex : Female 49.0% 47.9% 45.5% 46.7% 50.0% 50.0%
Source : Routine, birth, etc 17.6% 12.5% 12.1% 13.3% 12.5% 16.7%
Source : Another hospital 11.8% 18.8% 18.2% 13.3% 12.5% 11.1%
Source : Another health facility including LTC 19.6% 18.8% 15.2% 20.0% 18.8% 16.7%
Source : Emergency department 15.7% 16.7% 15.2% 0% 12.5% 16.7%
Source : Unknown 15.7% 14.6% 18.2% 13.3% 12.5% 11.1%
Source : Court/Law enforcement 15.7% 16.7% 15.2% 13.3% 12.5% 16.7%
Disposition : Routine 41.2% 47.9% 45.5% 60.0% 75.0% 66.7%
Disposition : Transfer to short-term hospital 7.8% 4.2% 6.1% 0% 0% 0%
Disposition : Died in hospital 21.6% 18.8% 15.2% 0% 0% 0%
Disposition : Transfer other SNF, ICF, etc. 17.6% 14.6% 18.2% 13.3% 0% 0%
Disposition : Home Health Care 5.9% 10.4% 6.1% 0% 0% 11.1%
Payer : Medicare 13.7% 12.5% 12.1% 13.3% 12.5% 11.1%
Payer : Medicaid 13.7% 12.5% 15.2% 0% 12.5% 16.7%
Payer : Private insurance 9.8% 18.8% 12.1% 13.3% 12.5% 0%
Payer : Self-pay 15.7% 12.5% 15.2% 0% 12.5% 0%
Payer : Other payer 15.7% 12.5% 12.1% 0% 12.5% 11.1%
Payer : Unknown payer 13.7% 10.4% 9.1% 13.3% 12.5% 11.1%
Payer : No charge 11.8% 14.6% 12.1% 13.3% 0% 16.7%
Race : White 13.7% 14.6% 12.1% 13.3% 12.5% 11.1%
Race : Black 13.7% 12.5% 12.1% 0% 12.5% 11.1%
Race : Hispanic 13.7% 10.4% 15.2% 13.3% 18.8% 11.1%
Race : Asian or Pacific Islander 13.7% 12.5% 12.1% 13.3% 18.8% 16.7%
Race : Native American 9.8% 18.8% 15.2% 13.3% 12.5% 11.1%
Race : Other 13.7% 14.6% 15.2% 13.3% 0% 11.1%
Race : Race missing, unknown 17.6% 12.5% 15.2% 0% 12.5% 11.1%
Age Distribution
Age Count
20 - 39 110
40 - 59 380
60 - 79 620
80 - 99 690
Mean age First quartile Median Third quartile
70.57 years 58 years 72 years 85 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 150 520 700 440
Sex : Male 66.7% 57.7% 47.1% 38.6%
Sex : Female 33.3% 38.5% 51.4% 59.1%
Source : Routine, birth, etc 13.3% 17.3% 14.3% 15.9%
Source : Another hospital 13.3% 17.3% 14.3% 15.9%
Source : Another health facility including LTC 20.0% 15.4% 20.0% 15.9%
Source : Emergency department 13.3% 13.5% 17.1% 15.9%
Source : Unknown 20.0% 15.4% 15.7% 13.6%
Source : Court/Law enforcement 0% 15.4% 17.1% 15.9%
Disposition : Routine 80.0% 63.5% 48.6% 29.5%
Disposition : Transfer to short-term hospital 0% 5.8% 7.1% 4.5%
Disposition : Died in hospital 0% 11.5% 15.7% 18.2%
Disposition : Transfer other SNF, ICF, etc. 0% 7.7% 15.7% 29.5%
Disposition : Home Health Care 0% 5.8% 10.0% 11.4%
Payer : Medicare 13.3% 13.5% 14.3% 11.4%
Payer : Medicaid 0% 15.4% 12.9% 13.6%
Payer : Private insurance 20.0% 11.5% 14.3% 13.6%
Payer : Self-pay 13.3% 13.5% 14.3% 13.6%
Payer : Other payer 0% 13.5% 15.7% 13.6%
Payer : Unknown payer 13.3% 13.5% 12.9% 11.4%
Payer : No charge 13.3% 13.5% 12.9% 15.9%
Race : White 13.3% 13.5% 15.7% 13.6%
Race : Black 0% 13.5% 11.4% 11.4%
Race : Hispanic 20.0% 11.5% 14.3% 15.9%
Race : Asian or Pacific Islander 13.3% 15.4% 14.3% 13.6%
Race : Native American 13.3% 13.5% 14.3% 15.9%
Race : Other 0% 15.4% 14.3% 13.6%
Race : Race missing, unknown 0% 13.5% 14.3% 13.6%
Procedure Distribution
Procedure Code Description Count
P9923 Injection of steroid 30
P8703 Computerized axial tomography of head 90
P8801 Computerized axial tomography of abdomen 80
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 20
P9604 Insertion of endotracheal tube 340
P9904 Transfusion of packed cells 210
P966 Enteral infusion of concentrated nutritional substances 40
P8872 Diagnostic ultrasound of heart 180
P8838 Other computerized axial tomography 50
P9921 Injection of antibiotic 150
P8965 Measurement of systemic arterial blood gases 30
P8871 Diagnostic ultrasound of head and neck 20
P8952 Electrocardiogram 60
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 150
P9960 Cardiopulmonary resuscitation, not otherwise specified 60
P5794 Insertion of indwelling urinary catheter 30
P9394 Respiratory medication administered by nebulizer 290
P9339 Other physical therapy 30
P9929 Injection or infusion of other therapeutic or prophylactic substance 50
P4513 Other endoscopy of small intestine 30
P8877 Diagnostic ultrasound of peripheral vascular system 30
P3893 Venous catheterization, not elsewhere classified 140
P3404 Insertion of intercostal catheter for drainage 20
P8944 Other cardiovascular stress test 20
P9301 Functional pt evaluation 30
P3995 Hemodialysis 50
P8876 Diagnostic ultrasound of abdomen and retroperitoneum 60
P3895 Venous catheterization for renal dialysis 20
P8954 Electrographic monitoring 320
P9396 Other oxygen enrichment 1830
P8741 Computerized axial tomography of thorax 90
P9918 Injection or infusion of electrolytes 100
P3324 Closed [endoscopic] biopsy of bronchus 30
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 250
P9390 Non-invasive mechanical ventilation 90
P9907 Transfusion of other serum 30
DRG Distribution
DRG Code Description Count
DG127 DRG V24 : HEART FAILURE & SHOCK 80
DG395 DRG V24 : RED BLOOD CELL DISORDERS AGE >17 20
DG174 DRG V24 : G.I. HEMORRHAGE W CC 20
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 90
DG143 DRG V24 : CHEST PAIN 50
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 90
DG122 DRG V24 : CIRCULATORY DISORDERS W AMI W/O MAJOR COMP, DISCHARGED ALIVE 20
DG88 DRG V24 : CHRONIC OBSTRUCTIVE PULMONARY DISEASE 100
DG87 DRG V24 : PULMONARY EDEMA & RESPIRATORY FAILURE 30
DG316 DRG V24 : RENAL FAILURE 20
DG89 DRG V24 : SIMPLE PNEUMONIA & PLEURISY AGE >17 W CC 120
DG462 DRG V24 : REHABILITATION 20
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 60
DG79 DRG V24 : RESPIRATORY INFECTIONS & INFLAMMATIONS AGE >17 W CC 30
DG121 DRG V24 : CIRCULATORY DISORDERS W AMI & MAJOR COMP, DISCHARGED ALIVE 20
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 30
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 50
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 80
D5119 Unspecified pleural effusion 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 170
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 30
D42789 Other specified cardiac dysrhythmias 0 0 50
D2767 Hyperpotassemia 0 0 30
D78552 Septic shock 0 0 30
D4168 Other chronic pulmonary heart diseases 0 0 20
D5180 Pulmonary collapse 0 0 20
D3051 Tobacco use disorder 0 0 130
D311 Depressive disorder, not elsewhere classified 0 0 40
D2761 Hyposmolality and/or hyponatremia 0 0 50
D4280 Congestive heart failure, unspecified 70 0 180
D27800 Obesity, unspecified 0 0 50
D78650 Chest pain, unspecified 0 0 20
DV5861 Long-term (current) use of anticoagulants 0 0 20
D0414 Escherichia coli [E. coli] infection in conditions classified elsewhere and of unspecified site 0 0 20
D5849 Acute kidney failure, unspecified 0 0 70
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 20
D41071 Subendocardial infarction, initial episode of care 30 0 30
D2449 Unspecified acquired hypothyroidism 0 0 60
D5070 Pneumonitis due to inhalation of food or vomitus 20 0 30
D78659 Other chest pain 40 0 40
D49121 Obstructive chronic bronchitis with (acute) exacerbation 70 0 100
D2859 Anemia, unspecified 0 0 90
D99592 Severe sepsis 0 0 50
D4589 Hypotension, unspecified 0 0 30
D99591 Sepsis 0 0 30
D2720 Pure hypercholesterolemia 0 0 40
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 20 0 0
DV5867 Long-term (current) use of insulin 0 0 20
DV1259 Personal history of other diseases of circulatory system 0 0 20
D51881 Acute respiratory failure 120 0 160
D73300 Osteoporosis, unspecified 0 0 30
DV4501 Cardiac pacemaker in situ 0 0 20
D56400 Constipation, unspecified 0 0 20
DV462 Other dependence on machines, supplemental oxygen 0 0 40
D4254 Other primary cardiomyopathies 0 0 20
DV5789 Care involving other specified rehabilitation procedure 20 0 0
D486 Pneumonia, organism unspecified 140 0 200
D2762 Acidosis 0 0 30
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D49322 Chronic obstructive asthma with (acute) exacerbation 20 0 20
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 30
DV4581 Aortocoronary bypass status 0 0 20
D79902 Hypoxemia 0 0 70
D2768 Hypopotassemia 0 0 60
D41401 Coronary atherosclerosis of native coronary artery 0 0 90
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 40
D28860 Leukocytosis, unspecified 0 0 20
DV1582 Personal history of tobacco use 0 0 120
D2724 Other and unspecified hyperlipidemia 0 0 140
D42731 Atrial fibrillation 0 0 110
D4019 Unspecified essential hypertension 0 0 400
D5990 Urinary tract infection, site not specified 0 0 100
D4275 Cardiac arrest 0 0 30
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 30
D49392 Asthma, unspecified type, with (acute) exacerbation 0 0 20
D5859 Chronic kidney disease, unspecified 0 0 30
D79029 Other abnormal glucose 0 0 20
D25002 Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled 0 0 20
D27651 Dehydration 0 0 80
D51884 Acute and chronic respiratory failure 20 0 0
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 40
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
D70703 Pressure ulcer, lower back 0 0 30
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 100 0 60
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
EE8889 Unspecified fall 20
EE8497 Accidents occurring in residential institution 130
EE8490 Accident in home 120
EE8859 Fall from other slipping, tripping, or stumbling 30
EE8498 Accidents occurring in other specified places 20
EE8499 Accidents occurring in unspecified place 30