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)

980

Sex Count
Male 500
Female 480
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 15.1 days FQ: 7 days Median: 12 days TQ: 18 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Discharged to Home Health Care ( N1_c )

Mean ΔT: 13.32 days FQ: 7 days Median: 10 days TQ: 16 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 180
Another hospital 160
Another health facility including LTC 140
Emergency department 150
Unknown 170
Court/Law enforcement 170
Disposition Distribution
Disposition Count
Home Health Care 980
Payer Distribution
Payer Count
Medicare 140
Medicaid 130
Private insurance 120
Self-pay 140
Other payer 120
Unknown payer 150
No charge 160
Race Distribution
Race Count
White 130
Black 140
Hispanic 130
Asian or Pacific Islander 120
Native American 160
Other 140
Race missing, unknown 130
State variation
S1 S2
Count 500 480
Sex : Male 50.0% 50.0%
Sex : Female 48.0% 47.9%
Source : Routine, birth, etc 18.0% 18.8%
Source : Another hospital 16.0% 14.6%
Source : Another health facility including LTC 14.0% 12.5%
Source : Emergency department 14.0% 14.6%
Source : Unknown 18.0% 14.6%
Source : Court/Law enforcement 16.0% 16.7%
Disposition : Home Health Care 100.0% 100.0%
Payer : Medicare 12.0% 14.6%
Payer : Medicaid 14.0% 12.5%
Payer : Private insurance 10.0% 12.5%
Payer : Self-pay 14.0% 12.5%
Payer : Other payer 12.0% 12.5%
Payer : Unknown payer 14.0% 16.7%
Payer : No charge 18.0% 12.5%
Race : White 12.0% 14.6%
Race : Black 14.0% 14.6%
Race : Hispanic 12.0% 14.6%
Race : Asian or Pacific Islander 12.0% 12.5%
Race : Native American 16.0% 14.6%
Race : Other 16.0% 12.5%
Race : Race missing, unknown 14.0% 12.5%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 200 170 150 140 160 150
Sex : Male 45.0% 52.9% 46.7% 42.9% 50.0% 60.0%
Sex : Female 55.0% 47.1% 46.7% 50.0% 43.8% 40.0%
Source : Routine, birth, etc 15.0% 11.8% 20.0% 14.3% 12.5% 26.7%
Source : Another hospital 15.0% 17.6% 13.3% 0% 18.8% 13.3%
Source : Another health facility including LTC 15.0% 11.8% 13.3% 0% 12.5% 13.3%
Source : Emergency department 15.0% 11.8% 0% 14.3% 12.5% 13.3%
Source : Unknown 15.0% 17.6% 13.3% 14.3% 12.5% 0%
Source : Court/Law enforcement 15.0% 11.8% 13.3% 21.4% 12.5% 20.0%
Disposition : Home Health Care 100.0% 100.0% 100.0% 100.0% 100.0% 100.0%
Payer : Medicare 15.0% 11.8% 0% 14.3% 12.5% 13.3%
Payer : Medicaid 10.0% 11.8% 20.0% 0% 12.5% 0%
Payer : Private insurance 10.0% 11.8% 13.3% 0% 0% 0%
Payer : Other payer 10.0% 11.8% 0% 0% 12.5% 13.3%
Payer : Unknown payer 10.0% 11.8% 20.0% 14.3% 12.5% 0%
Payer : No charge 20.0% 11.8% 0% 14.3% 12.5% 13.3%
Race : White 10.0% 11.8% 0% 0% 12.5% 13.3%
Race : Black 10.0% 11.8% 0% 14.3% 12.5% 13.3%
Race : Hispanic 15.0% 11.8% 0% 14.3% 12.5% 0%
Race : Asian or Pacific Islander 10.0% 11.8% 0% 14.3% 12.5% 0%
Race : Native American 15.0% 17.6% 20.0% 0% 12.5% 13.3%
Race : Other 15.0% 11.8% 0% 14.3% 12.5% 13.3%
Race : Race missing, unknown 15.0% 0% 13.3% 0% 0% 13.3%
Payer : Self-pay 0% 11.8% 13.3% 14.3% 12.5% 13.3%
Age Distribution
Age Count
20 - 39 30
40 - 59 160
60 - 79 440
80 - 99 340
Mean age First quartile Median Third quartile
71.95 years 62 years 74 years 83 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 230 490 200
Sex : Male 52.2% 53.1% 40.0%
Sex : Female 43.5% 44.9% 60.0%
Source : Routine, birth, etc 17.4% 18.4% 15.0%
Source : Another hospital 17.4% 12.2% 20.0%
Source : Another health facility including LTC 13.0% 12.2% 15.0%
Source : Emergency department 13.0% 16.3% 10.0%
Source : Unknown 17.4% 18.4% 15.0%
Source : Court/Law enforcement 17.4% 18.4% 10.0%
Disposition : Home Health Care 100.0% 100.0% 100.0%
Payer : Medicare 13.0% 12.2% 15.0%
Payer : Medicaid 13.0% 14.3% 0%
Payer : Private insurance 8.7% 12.2% 10.0%
Payer : Self-pay 17.4% 14.3% 10.0%
Payer : Other payer 13.0% 12.2% 0%
Payer : Unknown payer 13.0% 14.3% 15.0%
Payer : No charge 13.0% 14.3% 15.0%
Race : White 13.0% 12.2% 10.0%
Race : Black 13.0% 16.3% 10.0%
Race : Hispanic 8.7% 12.2% 15.0%
Race : Asian or Pacific Islander 13.0% 12.2% 10.0%
Race : Native American 13.0% 16.3% 15.0%
Race : Other 17.4% 14.3% 10.0%
Race : Race missing, unknown 8.7% 12.2% 15.0%
Procedure Distribution
Procedure Code Description Count
P8856 Coronary arteriography using two catheters 30
P3961 Extracorporeal circulation auxiliary to open heart surgery 20
P311 Temporary tracheostomy 30
P9604 Insertion of endotracheal tube 980
P9915 Parenteral infusion of concentrated nutritional substances 20
P966 Enteral infusion of concentrated nutritional substances 20
P8872 Diagnostic ultrasound of heart 50
P3891 Arterial catheterization 40
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 260
P9960 Cardiopulmonary resuscitation, not otherwise specified 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 530
P0331 Spinal tap 30
P9904 Transfusion of packed cells 140
P3404 Insertion of intercostal catheter for drainage 20
P3893_2 Venous catheterization, not elsewhere classified 2nd 40
P9905 Transfusion of platelets 20
P3995 Hemodialysis 20
P3491 Thoracentesis 30
P3893 Venous catheterization, not elsewhere classified 270
P9396 Other oxygen enrichment 20
P3324 Closed [endoscopic] biopsy of bronchus 70
P3722 Left heart cardiac catheterization 20
P9390 Non-invasive mechanical ventilation 80
P9907 Transfusion of other serum 40
P9604_2 Insertion of endotracheal tube 2nd 20
DRG Distribution
DRG Code Description Count
DG565 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT 96+ HOURS 110
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 210
DG569 DRG V24 : MAJOR SMALL & LARGE BOWEL PROCEDURES W CC W MAJOR GI DX 20
DG578 DRG V24 : INFECTIOUS & PARASITIC DISEASES W O.R. PROCEDURE 20
DG541 DRG V24 : ECMO OR TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W MAJ O.R. 20
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 30
DG121 DRG V24 : CIRCULATORY DISORDERS W AMI & MAJOR COMP, DISCHARGED ALIVE 20
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 50
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 50
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
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 70
D42789 Other specified cardiac dysrhythmias 0 0 30
D5119 Unspecified pleural effusion 0 0 20
D78552 Septic shock 0 0 30
D5180 Pulmonary collapse 0 0 30
D3051 Tobacco use disorder 0 0 50
D311 Depressive disorder, not elsewhere classified 0 0 20
D2761 Hyposmolality and/or hyponatremia 0 0 50
D4280 Congestive heart failure, unspecified 0 0 130
D5849 Acute kidney failure, unspecified 0 0 50
DV5861 Long-term (current) use of anticoagulants 0 0 20
D41071 Subendocardial infarction, initial episode of care 0 0 20
D2449 Unspecified acquired hypothyroidism 0 0 40
D49121 Obstructive chronic bronchitis with (acute) exacerbation 20 0 50
D99592 Severe sepsis 0 0 40
D51881 Acute respiratory failure 210 0 250
D51884 Acute and chronic respiratory failure 30 0 20
D42731 Atrial fibrillation 0 0 80
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 0 0 70
D2762 Acidosis 0 0 40
D2760 Hyperosmolality and/or hypernatremia 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 40
DV4581 Aortocoronary bypass status 0 0 20
D79902 Hypoxemia 0 0 20
D2768 Hypopotassemia 0 0 40
D41401 Coronary atherosclerosis of native coronary artery 0 0 50
D5185 Pulmonary insufficiency following trauma and surgery 0 0 30
DV1582 Personal history of tobacco use 0 0 60
D2724 Other and unspecified hyperlipidemia 0 0 70
D4019 Unspecified essential hypertension 0 0 170
D5990 Urinary tract infection, site not specified 0 0 40
D2859 Anemia, unspecified 0 0 50
D27651 Dehydration 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D27801 Morbid obesity 0 0 20
D27800 Obesity, unspecified 0 0 30
D53081 Esophageal reflux 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 30
D0389 Unspecified septicemia 90 0 50
D412 Old myocardial infarction 0 0 20
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 40
EE8788 Other specified surgical operations and procedures causing abnormal patient reaction, or later complication, without mention of misadventure at time of operation 20
EE8497 Accidents occurring in residential institution 190
EE8490 Accident in home 70
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