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)

910

Sex Count
Male 550
Female 360
In hospital
Mortality
Length of Stay Distribution
Mean LOS: 9.57 days FQ: 2 days Median: 5 days TQ: 12 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Insertion of endotracheal tube ( P9604 ) followed by Transferred to Hospital ( N1_n )

Mean ΔT: 7.96 days FQ: 2 days Median: 4 days TQ: 10 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 150
Another hospital 150
Another health facility including LTC 130
Emergency department 150
Unknown 160
Court/Law enforcement 160
Disposition Distribution
Disposition Count
Transfer to short-term hospital 910
Payer Distribution
Payer Count
Medicare 140
Medicaid 130
Private insurance 110
Self-pay 140
Other payer 140
Unknown payer 120
No charge 110
Race Distribution
Race Count
White 120
Black 140
Hispanic 130
Asian or Pacific Islander 130
Native American 120
Other 120
Race missing, unknown 130
State variation
S1 S2
Count 440 470
Sex : Male 59.1% 61.7%
Sex : Female 40.9% 36.2%
Source : Routine, birth, etc 15.9% 17.0%
Source : Another hospital 15.9% 17.0%
Source : Another health facility including LTC 13.6% 12.8%
Source : Emergency department 13.6% 17.0%
Source : Unknown 18.2% 17.0%
Source : Court/Law enforcement 18.2% 17.0%
Disposition : Transfer to short-term hospital 100.0% 100.0%
Payer : Medicare 15.9% 12.8%
Payer : Medicaid 13.6% 14.9%
Payer : Private insurance 9.1% 12.8%
Payer : Self-pay 15.9% 12.8%
Payer : Other payer 13.6% 14.9%
Payer : Unknown payer 13.6% 12.8%
Payer : No charge 13.6% 10.6%
Race : White 13.6% 10.6%
Race : Black 13.6% 17.0%
Race : Hispanic 13.6% 12.8%
Race : Asian or Pacific Islander 13.6% 14.9%
Race : Native American 13.6% 12.8%
Race : Other 11.4% 12.8%
Race : Race missing, unknown 13.6% 12.8%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 200 140 150 130 130 140
Sex : Male 55.0% 57.1% 53.3% 61.5% 61.5% 64.3%
Sex : Female 40.0% 42.9% 46.7% 38.5% 30.8% 28.6%
Source : Court/Law enforcement 10.0% 14.3% 20.0% 15.4% 0% 14.3%
Source : Routine, birth, etc 20.0% 14.3% 13.3% 0% 15.4% 14.3%
Source : Another hospital 15.0% 0% 13.3% 15.4% 15.4% 14.3%
Source : Another health facility including LTC 15.0% 14.3% 0% 15.4% 0% 0%
Source : Emergency department 15.0% 14.3% 13.3% 15.4% 15.4% 14.3%
Source : Unknown 15.0% 14.3% 20.0% 15.4% 15.4% 0%
Disposition : Transfer to short-term hospital 100.0% 100.0% 100.0% 100.0% 100.0% 100.0%
Payer : Medicare 10.0% 14.3% 0% 15.4% 15.4% 14.3%
Payer : Medicaid 20.0% 14.3% 0% 0% 0% 14.3%
Payer : Private insurance 10.0% 0% 0% 0% 0% 0%
Payer : Self-pay 15.0% 0% 13.3% 0% 0% 14.3%
Payer : Unknown payer 10.0% 0% 13.3% 0% 0% 0%
Payer : No charge 10.0% 0% 13.3% 0% 0% 0%
Race : White 15.0% 0% 13.3% 15.4% 0% 0%
Race : Black 10.0% 14.3% 13.3% 0% 0% 21.4%
Race : Hispanic 15.0% 14.3% 13.3% 0% 0% 14.3%
Race : Asian or Pacific Islander 10.0% 14.3% 13.3% 15.4% 15.4% 0%
Race : Native American 15.0% 0% 13.3% 0% 0% 0%
Race : Other 10.0% 0% 0% 0% 0% 14.3%
Race : Race missing, unknown 10.0% 14.3% 13.3% 15.4% 15.4% 0%
Payer : Other payer 0% 21.4% 20.0% 0% 15.4% 0%
Age Distribution
Age Count
20 - 39 60
40 - 59 150
60 - 79 390
80 - 99 300
Mean age First quartile Median Third quartile
69.97 years 61 years 72 years 83 years
65 >= Age > 45 85 >= Age > 65 Age > 85
Count 240 410 170
Sex : Male 66.7% 56.1% 47.1%
Sex : Female 29.2% 41.5% 47.1%
Source : Routine, birth, etc 16.7% 17.1% 11.8%
Source : Another hospital 12.5% 17.1% 11.8%
Source : Another health facility including LTC 12.5% 12.2% 11.8%
Source : Emergency department 16.7% 14.6% 11.8%
Source : Unknown 12.5% 17.1% 17.6%
Source : Court/Law enforcement 16.7% 19.5% 17.6%
Disposition : Transfer to short-term hospital 100.0% 100.0% 100.0%
Payer : Medicare 16.7% 12.2% 11.8%
Payer : Medicaid 12.5% 12.2% 11.8%
Payer : Private insurance 8.3% 12.2% 11.8%
Payer : Self-pay 12.5% 14.6% 11.8%
Payer : Other payer 16.7% 12.2% 11.8%
Payer : Unknown payer 8.3% 14.6% 11.8%
Payer : No charge 12.5% 12.2% 0%
Race : White 12.5% 12.2% 11.8%
Race : Black 12.5% 14.6% 17.6%
Race : Hispanic 12.5% 12.2% 17.6%
Race : Asian or Pacific Islander 12.5% 14.6% 11.8%
Race : Native American 16.7% 12.2% 0%
Race : Other 12.5% 12.2% 0%
Race : Race missing, unknown 8.3% 14.6% 17.6%
Procedure Distribution
Procedure Code Description Count
P8856 Coronary arteriography using two catheters 20
P8703 Computerized axial tomography of head 30
P3322 Fiber-optic bronchoscopy 20
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 40
P311 Temporary tracheostomy 60
P9604 Insertion of endotracheal tube 910
P9904 Transfusion of packed cells 130
P8872 Diagnostic ultrasound of heart 40
P3891 Arterial catheterization 40
P9672 Continuous invasive mechanical ventilation for 96 consecutive hours or more 220
P9960 Cardiopulmonary resuscitation, not otherwise specified 50
P0331 Spinal tap 20
P3893 Venous catheterization, not elsewhere classified 250
P3893_2 Venous catheterization, not elsewhere classified 2nd 20
P3995 Hemodialysis 40
P3895 Venous catheterization for renal dialysis 20
P9396 Other oxygen enrichment 20
P3324 Closed [endoscopic] biopsy of bronchus 50
P3722 Left heart cardiac catheterization 20
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 500
P9390 Non-invasive mechanical ventilation 40
P9907 Transfusion of other serum 50
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 60
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 60
DG566 DRG V24 : RESPIRATORY SYSTEM DIAGNOSIS WITH VENTILATOR SUPPORT <96 HOURS 160
DG449 DRG V24 : POISONING & TOXIC EFFECTS OF DRUGS AGE >17 W CC 20
DG541 DRG V24 : ECMO OR TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W MAJ O.R. 40
DG542 DRG V24 : TRACH W MV 96+ HRS OR PDX EXC FACE, MOUTH & NECK W/O MAJ O.R. 60
DG121 DRG V24 : CIRCULATORY DISORDERS W AMI & MAJOR COMP, DISCHARGED ALIVE 40
DG575 DRG V24 : SEPTICEMIA W MV 96+ HOURS AGE >17 30
DG14 DRG V24 : INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION 40
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D496 Chronic airway obstruction, not elsewhere classified 0 0 30
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 60
D42789 Other specified cardiac dysrhythmias 0 0 30
D78552 Septic shock 0 0 40
D3051 Tobacco use disorder 0 0 50
D2761 Hyposmolality and/or hyponatremia 0 0 30
D4280 Congestive heart failure, unspecified 0 0 90
D5849 Acute kidney failure, unspecified 0 0 60
D41071 Subendocardial infarction, initial episode of care 30 0 40
D2449 Unspecified acquired hypothyroidism 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 30
D99592 Severe sepsis 0 0 40
D4589 Hypotension, unspecified 0 0 20
D43491 Cerebral artery occlusion, unspecified with cerebral infarction 20 0 0
D51881 Acute respiratory failure 160 0 250
D42731 Atrial fibrillation 0 0 60
D2767 Hyperpotassemia 0 0 20
D486 Pneumonia, organism unspecified 0 0 60
D2762 Acidosis 0 0 30
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 60
D2768 Hypopotassemia 0 0 40
D41401 Coronary atherosclerosis of native coronary artery 0 0 50
D5185 Pulmonary insufficiency following trauma and surgery 0 0 20
DV1582 Personal history of tobacco use 0 0 30
D2724 Other and unspecified hyperlipidemia 0 0 50
D4019 Unspecified essential hypertension 0 0 160
D5990 Urinary tract infection, site not specified 0 0 40
D4275 Cardiac arrest 0 0 30
D3481 Anoxic brain damage 0 0 20
D2859 Anemia, unspecified 0 0 50
D431 Intracerebral hemorrhage 20 0 20
D27651 Dehydration 0 0 30
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 20
D5939 Unspecified disorder of kidney and ureter 0 0 20
D2639 Unspecified protein-calorie malnutrition 0 0 20
D0389 Unspecified septicemia 80 0 50
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 20
EE8889 Unspecified fall 20
EE8497 Accidents occurring in residential institution 90
EE8495 Street and highway accidents 30
EE8490 Accident in home 90
EE8498 Accidents occurring in other specified places 20
EE8499 Accidents occurring in unspecified place 20